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Improve output writing of hash-based aggregate

Open Bouncner opened this issue 1 year ago • 13 comments

This PR attempts to improve the performance and output structure of the hash aggregate. It mainly introduces two changes.

(i) Instead of writing a large single chunk as the result, the group-by columns and aggregation results are now split into chunks (using Chunk::DEFAULT_SIZE). There are some improvements for parallel query executions. On the one hand, writing is parallelized. On the other hand, succeeding operators might perform better as they don't execute on a huge single chunks (most operators parallelize on chunks; for single-threaded execution, more chunks can decrease performance (see TPC-DS and comments below)).

(ii) Instead of materializing the group-by columns, we only forward reference columns. This is done the same way the projection operator works. As we need to combine reference and value segments (i.e., group-by columns and aggregate results), we create intermediate value segments which are referenced in the output table.

Benchmarks

Summary:

  • most queries are not impacted, only very few ones improve (e..g, TPC-H Q10 which has a wide group by list and a large output)
  • TPC-DS 97 degrades in single-threaded mode significantly. This is not directly caused by the aggregate, but by the following SortMergeJoin, which now needs to materialize the group by columns (previously done in the aggregate) and suffers from multiple chunks in this case. For the ordered MT case, this PR improved performance, but in the shuffle MT case, performance drops slightly due to Q97.

Bouncner avatar Sep 18 '23 16:09 Bouncner

Continue later.

Bouncner avatar Oct 27 '23 18:10 Bouncner

Reopening as scheduler issues are hopefully fixed.

Bouncner avatar Jan 05 '24 22:01 Bouncner

~Taking a look at performance. The current state cannot be merged.~

Bouncner avatar Jan 08 '24 23:01 Bouncner

Benchmarks after changes to NULL writing.

AMD

System

cx28 - click to expand
property value
Hostname cx28
CPU AMD EPYC 7742 64-Core Processor
Memory 513GB
numactl nodebind: 0
numactl membind: 0 1

Commit Info and Build Time

commit date message build time
f5bdcb3c4 13.02.2024 14:38 Improve Predicate Placement and Avoid Semi-Join Reductions (#2590) real 436.14 user 3388.27 sys 296.53
b1462bd92 26.02.2024 22:44 Revert third party to master real 452.36 user 3377.71 sys 309.37

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview----+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_f5bdcb3c47233e058ef9792c861ed1794fca2d18_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_b1462bd925a2ddf5934cba02729cf4758d1c0176_st.json |
 +--------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                             | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                             |
 |  benchmark_mode          | Ordered                                                                                                    | Ordered                                                                                                    |
 |  build_type              | release                                                                                                    | release                                                                                                    |
 |  chunk_indexes           | False                                                                                                      | False                                                                                                      |
 |  chunk_size              | 65535                                                                                                      | 65535                                                                                                      |
 |  clients                 | 1                                                                                                          | 1                                                                                                          |
 |  clustering              | None                                                                                                       | None                                                                                                       |
 |  compiler                | clang 17.0.2                                                                                               | clang 17.0.2                                                                                               |
 |  cores                   | 0                                                                                                          | 0                                                                                                          |
 |  data_preparation_cores  | 0                                                                                                          | 0                                                                                                          |
 |  date                    | 2024-02-27 09:02:59                                                                                        | 2024-02-27 13:07:47                                                                                        |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                    |
 |  max_duration            | 60000000000                                                                                                | 60000000000                                                                                                |
 |  max_runs                | 100                                                                                                        | 100                                                                                                        |
 |  scale_factor            | 10.0                                                                                                       | 10.0                                                                                                       |
 |  time_unit               | ns                                                                                                         | ns                                                                                                         |
 |  use_prepared_statements | False                                                                                                      | False                                                                                                      |
 |  using_scheduler         | False                                                                                                      | False                                                                                                      |
 |  verify                  | False                                                                                                      | False                                                                                                      |
 |  warmup_duration         | 1000000000                                                                                                 | 1000000000                                                                                                 |
 +--------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |      new |        ||      old |      new |        |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6321.13 |  6402.74 |   +1%  ||     0.16 |     0.16 |   -1%  |  0.5118 |
+| TPC-H 02 ||    49.72 |    49.08 |   -1%˄ ||    20.11 |    20.37 |   +1%˄ |  0.1846 |
+| TPC-H 03 ||  1885.20 |  1849.17 |   -2%  ||     0.53 |     0.54 |   +2%  |  0.0001 |
+| TPC-H 04 ||  1892.70 |  1876.13 |   -1%  ||     0.53 |     0.53 |   +1%  |  0.0170 |
+| TPC-H 05 ||  3441.27 |  3357.57 |   -2%  ||     0.29 |     0.30 |   +2%  |  0.0691 |
+| TPC-H 06 ||   212.88 |   212.44 |   -0%˄ ||     4.70 |     4.71 |   +0%˄ |  0.8122 |
+| TPC-H 07 ||  1137.27 |  1158.16 |   +2%  ||     0.88 |     0.86 |   -2%  |  0.0001 |
+| TPC-H 08 ||   726.59 |   747.91 |   +3%  ||     1.38 |     1.34 |   -3%  |  0.0000 |
+| TPC-H 09 ||  7430.05 |  7456.97 |   +0%  ||     0.13 |     0.13 |   -0%  |       ˅ |
+| TPC-H 10 ||  2378.01 |  1853.61 |  -22%  ||     0.42 |     0.54 |  +28%  |  0.0000 |
+| TPC-H 11 ||    75.39 |    70.29 |   -7%˄ ||    13.26 |    14.23 |   +7%˄ |  0.0000 |
+| TPC-H 12 ||  1762.94 |  1762.11 |   -0%  ||     0.57 |     0.57 |   +0%  |  0.9281 |
+| TPC-H 13 ||  6704.26 |  6577.47 |   -2%  ||     0.15 |     0.15 |   +2%  |       ˅ |
+| TPC-H 14 ||   677.06 |   677.60 |   +0%  ||     1.48 |     1.48 |   -0%  |  0.8446 |
+| TPC-H 15 ||   267.10 |   257.08 |   -4%˄ ||     3.74 |     3.89 |   +4%˄ |  0.0000 |
+| TPC-H 16 ||   708.20 |   719.82 |   +2%  ||     1.41 |     1.39 |   -2%  |  0.0000 |
+| TPC-H 17 ||   289.23 |   284.78 |   -2%˄ ||     3.46 |     3.51 |   +2%˄ |  0.0000 |
+| TPC-H 18 ||  1595.15 |  1653.59 |   +4%  ||     0.63 |     0.60 |   -4%  |  0.0003 |
+| TPC-H 19 ||   285.39 |   278.67 |   -2%˄ ||     3.50 |     3.59 |   +2%˄ |  0.0008 |
+| TPC-H 20 ||   742.58 |   792.99 |   +7%  ||     1.35 |     1.26 |   -6%  |  0.1331 |
+| TPC-H 21 ||  6037.64 |  6068.27 |   +1%  ||     0.17 |     0.16 |   -1%  |  0.3654 |
+| TPC-H 22 ||   630.42 |   623.75 |   -1%  ||     1.59 |     1.60 |   +1%  |  0.0000 |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 45250.18 | 44730.21 |   -1%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |   +1%  |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+|    Notes || ˄ Execution stopped due to max runs reached                            |
+|          || ˅ Insufficient number of runs for p-value calculation                  |
++----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview----+----------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_f5bdcb3c47233e058ef9792c861ed1794fca2d18_st_s01.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_b1462bd925a2ddf5934cba02729cf4758d1c0176_st_s01.json |
 +--------------------------+----------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                                 | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                                 |
 |  benchmark_mode          | Ordered                                                                                                        | Ordered                                                                                                        |
 |  build_type              | release                                                                                                        | release                                                                                                        |
 |  chunk_indexes           | False                                                                                                          | False                                                                                                          |
 |  chunk_size              | 65535                                                                                                          | 65535                                                                                                          |
 |  clients                 | 1                                                                                                              | 1                                                                                                              |
 |  clustering              | None                                                                                                           | None                                                                                                           |
 |  compiler                | clang 17.0.2                                                                                                   | clang 17.0.2                                                                                                   |
 |  cores                   | 0                                                                                                              | 0                                                                                                              |
 |  data_preparation_cores  | 0                                                                                                              | 0                                                                                                              |
 |  date                    | 2024-02-27 09:24:07                                                                                            | 2024-02-27 13:29:00                                                                                            |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                        | {'default': {'encoding': 'Dictionary'}}                                                                        |
 |  max_duration            | 60000000000                                                                                                    | 60000000000                                                                                                    |
 |  max_runs                | 100                                                                                                            | 100                                                                                                            |
 |  scale_factor            | 0.009999999776482582                                                                                           | 0.009999999776482582                                                                                           |
 |  time_unit               | ns                                                                                                             | ns                                                                                                             |
 |  use_prepared_statements | False                                                                                                          | False                                                                                                          |
 |  using_scheduler         | False                                                                                                          | False                                                                                                          |
 |  verify                  | False                                                                                                          | False                                                                                                          |
 |  warmup_duration         | 1000000000                                                                                                     | 1000000000                                                                                                     |
 +--------------------------+----------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------+
++----------++----------+---------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |     new |        ||      old |      new |        |         |
++----------++----------+---------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||    10.05 |   10.04 |   -0%˄ ||    99.49 |    99.56 |   +0%˄ |  0.9617 |
+| TPC-H 02 ||     4.56 |    4.58 |   +0%˄ ||   219.00 |   218.27 |   -0%˄ |  0.9358 |
+| TPC-H 03 ||     0.69 |    0.70 |   +2%˄ ||  1445.40 |  1423.21 |   -2%˄ |  0.0032 |
+| TPC-H 04 ||     0.41 |    0.41 |   +0%˄ ||  2453.65 |  2443.21 |   -0%˄ |  0.3447 |
+| TPC-H 05 ||     1.04 |    1.02 |   -1%˄ ||   964.05 |   975.75 |   +1%˄ |  0.5209 |
+| TPC-H 06 ||     0.22 |    0.22 |   +1%˄ ||  4584.23 |  4542.69 |   -1%˄ |  0.1883 |
+| TPC-H 07 ||    10.69 |    9.76 |   -9%˄ ||    93.55 |   102.39 |   +9%˄ |  0.2143 |
+| TPC-H 08 ||    15.37 |   15.36 |   -0%˄ ||    65.08 |    65.12 |   +0%˄ |  0.9709 |
+| TPC-H 09 ||     4.20 |    3.88 |   -7%˄ ||   238.10 |   257.32 |   +8%˄ |  0.5853 |
+| TPC-H 10 ||     0.79 |    0.72 |   -9%˄ ||  1268.07 |  1387.02 |   +9%˄ |  0.0000 |
+| TPC-H 11 ||     0.20 |    0.20 |   +3%˄ ||  5087.57 |  4936.32 |   -3%˄ |  0.0018 |
+| TPC-H 12 ||     0.68 |    0.69 |   +1%˄ ||  1475.84 |  1455.14 |   -1%˄ |  0.6488 |
+| TPC-H 13 ||     2.12 |    2.14 |   +1%˄ ||   472.14 |   466.05 |   -1%˄ |  0.0000 |
+| TPC-H 14 ||     0.31 |    0.32 |   +3%˄ ||  3173.26 |  3091.29 |   -3%˄ |  0.0009 |
+| TPC-H 15 ||     1.32 |    1.33 |   +1%˄ ||   757.48 |   750.66 |   -1%˄ |  0.0027 |
+| TPC-H 16 ||     2.49 |    2.51 |   +1%˄ ||   401.73 |   398.17 |   -1%˄ |  0.0000 |
+| TPC-H 17 ||     0.77 |    0.71 |   -7%˄ ||  1304.39 |  1406.01 |   +8%˄ |  0.5222 |
+| TPC-H 18 ||     1.13 |    1.14 |   +1%˄ ||   882.22 |   875.54 |   -1%˄ |  0.0008 |
+| TPC-H 19 ||     6.42 |    6.48 |   +1%˄ ||   155.62 |   154.26 |   -1%˄ |  0.0000 |
+| TPC-H 20 ||     2.89 |    2.93 |   +1%˄ ||   345.17 |   341.65 |   -1%˄ |  0.4044 |
+| TPC-H 21 ||     1.10 |    1.12 |   +2%˄ ||   906.18 |   887.20 |   -2%˄ |  0.5912 |
+| TPC-H 22 ||     1.28 |    1.31 |   +2%˄ ||   779.80 |   764.53 |   -2%˄ |  0.0000 |
++----------++----------+---------+--------++----------+----------+--------+---------+
+| Sum      ||    68.71 |   67.58 |   -2%  ||          |          |        |         |
+| Geomean  ||          |         |        ||          |          |   +1%  |         |
++----------++----------+---------+--------++----------+----------+--------+---------+
+|    Notes || ˄ Execution stopped due to max runs reached                           |
++----------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 64 cores, SF 10.0

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_f5bdcb3c47233e058ef9792c861ed1794fca2d18_mt_ordered.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_b1462bd925a2ddf5934cba02729cf4758d1c0176_mt_ordered.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                                     | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                                     |
 |  benchmark_mode               | Ordered                                                                                                            | Ordered                                                                                                            |
 |  build_type                   | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes                | False                                                                                                              | False                                                                                                              |
 |  chunk_size                   | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                      | 1                                                                                                                  | 1                                                                                                                  |
 |  clustering                   | None                                                                                                               | None                                                                                                               |
 |  compiler                     | clang 17.0.2                                                                                                       | clang 17.0.2                                                                                                       |
 |  cores                        | 64                                                                                                                 | 64                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                  | 0                                                                                                                  |
 |  date                         | 2024-02-27 09:24:36                                                                                                | 2024-02-27 13:29:29                                                                                                |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                            |
 |  max_duration                 | 60000000000                                                                                                        | 60000000000                                                                                                        |
 |  max_runs                     | -1                                                                                                                 | -1                                                                                                                 |
 |  scale_factor                 | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit                    | ns                                                                                                                 | ns                                                                                                                 |
 |  use_prepared_statements      | False                                                                                                              | False                                                                                                              |
 |  using_scheduler              | True                                                                                                               | True                                                                                                               |
 |  utilized_cores_per_numa_node | [64]                                                                                                               | [64]                                                                                                               |
 |  verify                       | False                                                                                                              | False                                                                                                              |
 |  warmup_duration              | 0                                                                                                                  | 0                                                                                                                  |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|          ||      old |      new |        ||      old |      new |        |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||  5783.61 |  5800.20 |   +0%  ||     0.17 |     0.17 |   -0%  | (run time too short) |
+| TPC-H 02 ||    59.67 |    60.43 |   +1%  ||    15.52 |    15.30 |   -1%  |               0.2333 |
+| TPC-H 03 ||   874.14 |   831.59 |   -5%  ||     1.13 |     1.18 |   +4%  |               0.0000 |
+| TPC-H 04 ||   813.66 |   829.00 |   +2%  ||     1.22 |     1.18 |   -3%  | (run time too short) |
+| TPC-H 05 ||   627.37 |   641.32 |   +2%  ||     1.57 |     1.53 |   -2%  | (run time too short) |
+| TPC-H 06 ||    64.25 |    64.25 |   -0%  ||    14.52 |    14.51 |   -0%  |               0.9935 |
+| TPC-H 07 ||   329.93 |   325.41 |   -1%  ||     2.98 |     3.02 |   +1%  |               0.0726 |
+| TPC-H 08 ||   287.35 |   288.59 |   +0%  ||     3.42 |     3.40 |   -0%  |               0.3524 |
+| TPC-H 09 ||  2735.48 |  2713.39 |   -1%  ||     0.35 |     0.37 |   +5%  | (run time too short) |
+| TPC-H 10 ||  1484.68 |   789.77 |  -47%  ||     0.67 |     1.25 |  +88%  |               0.0000 |
+| TPC-H 11 ||    74.78 |    68.30 |   -9%  ||    12.52 |    13.58 |   +9%  |               0.0000 |
+| TPC-H 12 ||   696.34 |   694.87 |   -0%  ||     1.42 |     1.42 |   +0%  |               0.6729 |
+| TPC-H 13 ||  4097.43 |  3999.43 |   -2%  ||     0.23 |     0.23 |   +0%  | (run time too short) |
+| TPC-H 14 ||   160.52 |   160.45 |   -0%  ||     6.02 |     6.03 |   +0%  |               0.9353 |
+| TPC-H 15 ||   187.06 |   169.56 |   -9%  ||     5.20 |     5.72 |  +10%  |               0.0000 |
+| TPC-H 16 ||   887.23 |   883.89 |   -0%  ||     1.12 |     1.12 |   +0%  |               0.4905 |
+| TPC-H 17 ||    92.58 |    92.47 |   -0%  ||    10.27 |    10.25 |   -0%  |               0.7963 |
+| TPC-H 18 ||  2745.25 |  2448.92 |  -11%  ||     0.35 |     0.40 |  +14%  | (run time too short) |
+| TPC-H 19 ||   126.85 |   124.49 |   -2%  ||     7.57 |     7.72 |   +2%  |               0.2108 |
+| TPC-H 20 ||   251.86 |   263.31 |   +5%  ||     3.88 |     3.72 |   -4%  |               0.0013 |
+| TPC-H 21 ||  1306.04 |  1338.07 |   +2%  ||     0.75 |     0.73 |   -2%  | (run time too short) |
+| TPC-H 22 ||   160.67 |   163.79 |   +2%  ||     6.02 |     5.92 |   -2%  |               0.0000 |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 23846.75 | 22751.50 |   -5%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +4%  |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 64 clients, 64 cores, SF 10.0

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_f5bdcb3c47233e058ef9792c861ed1794fca2d18_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_b1462bd925a2ddf5934cba02729cf4758d1c0176_mt.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                             | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                             |
 |  benchmark_mode               | Shuffled                                                                                                   | Shuffled                                                                                                   |
 |  build_type                   | release                                                                                                    | release                                                                                                    |
 |  chunk_indexes                | False                                                                                                      | False                                                                                                      |
 |  chunk_size                   | 65535                                                                                                      | 65535                                                                                                      |
 |  clients                      | 64                                                                                                         | 64                                                                                                         |
 |  clustering                   | None                                                                                                       | None                                                                                                       |
 |  compiler                     | clang 17.0.2                                                                                               | clang 17.0.2                                                                                               |
 |  cores                        | 64                                                                                                         | 64                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                          | 0                                                                                                          |
 |  date                         | 2024-02-27 09:48:43                                                                                        | 2024-02-27 13:53:35                                                                                        |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                    |
 |  max_duration                 | 1200000000000                                                                                              | 1200000000000                                                                                              |
 |  max_runs                     | -1                                                                                                         | -1                                                                                                         |
 |  scale_factor                 | 10.0                                                                                                       | 10.0                                                                                                       |
 |  time_unit                    | ns                                                                                                         | ns                                                                                                         |
 |  use_prepared_statements      | False                                                                                                      | False                                                                                                      |
 |  using_scheduler              | True                                                                                                       | True                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                       | [64]                                                                                                       |
 |  verify                       | False                                                                                                      | False                                                                                                      |
 |  warmup_duration              | 0                                                                                                          | 0                                                                                                          |
 +-------------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |      new |        ||      old |      new |        |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6613.21 |  6690.46 |   +1%  ||     0.99 |     1.00 |   +1%  |  0.4381 |
+| TPC-H 02 ||   489.34 |   533.74 |   +9%  ||     0.99 |     1.00 |   +1%  |  0.5515 |
+| TPC-H 03 ||  3079.76 |  3233.69 |   +5%  ||     0.99 |     1.00 |   +1%  |  0.3717 |
+| TPC-H 04 ||  2753.18 |  2433.05 |  -12%  ||     0.99 |     1.00 |   +1%  |  0.0374 |
+| TPC-H 05 ||  4137.62 |  4113.94 |   -1%  ||     0.99 |     1.00 |   +1%  |  0.9007 |
+| TPC-H 06 ||   818.00 |   785.68 |   -4%  ||     0.99 |     1.00 |   +1%  |  0.7382 |
+| TPC-H 07 ||  3441.11 |  3616.57 |   +5%  ||     0.99 |     1.00 |   +1%  |  0.3565 |
+| TPC-H 08 ||  2433.48 |  2617.83 |   +8%  ||     0.99 |     1.00 |   +1%  |  0.2645 |
+| TPC-H 09 ||  6743.38 |  6714.81 |   -0%  ||     0.99 |     1.00 |   +1%  |  0.8932 |
+| TPC-H 10 ||  4299.36 |  3656.75 |  -15%  ||     0.99 |     1.00 |   +1%  |  0.0005 |
+| TPC-H 11 ||   536.45 |   623.33 |  +16%  ||     0.99 |     1.00 |   +1%  |  0.2335 |
+| TPC-H 12 ||  3114.12 |  2762.67 |  -11%  ||     0.99 |     1.00 |   +1%  |  0.0171 |
+| TPC-H 13 ||  5972.51 |  5867.96 |   -2%  ||     0.99 |     1.00 |   +1%  |  0.3865 |
+| TPC-H 14 ||  1123.94 |  1220.39 |   +9%  ||     0.99 |     1.00 |   +1%  |  0.2800 |
+| TPC-H 15 ||   665.07 |   745.32 |  +12%  ||     0.99 |     1.00 |   +1%  |  0.1990 |
+| TPC-H 16 ||  2582.12 |  2577.91 |   -0%  ||     0.99 |     1.00 |   +1%  |  0.9763 |
+| TPC-H 17 ||   883.51 |   915.84 |   +4%  ||     0.99 |     1.00 |   +1%  |  0.7434 |
+| TPC-H 18 ||  3777.06 |  3742.92 |   -1%  ||     0.99 |     1.00 |   +1%  |  0.7417 |
+| TPC-H 19 ||  1159.39 |  1241.38 |   +7%  ||     0.99 |     1.00 |   +1%  |  0.4524 |
+| TPC-H 20 ||  2075.07 |  2275.03 |  +10%  ||     0.99 |     1.00 |   +1%  |  0.1853 |
+| TPC-H 21 ||  5767.83 |  5761.08 |   -0%  ||     0.99 |     1.00 |   +1%  |  0.9762 |
+| TPC-H 22 ||  1157.37 |  1191.62 |   +3%  ||     0.99 |     1.00 |   +1%  |  0.7277 |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 63622.86 | 63321.99 |   -0%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |   +1%  |         |
++----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: +6% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_f5bdcb3c47233e058ef9792c861ed1794fca2d18_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_b1462bd925a2ddf5934cba02729cf4758d1c0176_st.json |
 +-------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                              | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                              |
 |  benchmark_mode         | Ordered                                                                                                     | Ordered                                                                                                     |
 |  build_type             | release                                                                                                     | release                                                                                                     |
 |  chunk_indexes          | False                                                                                                       | False                                                                                                       |
 |  chunk_size             | 65535                                                                                                       | 65535                                                                                                       |
 |  clients                | 1                                                                                                           | 1                                                                                                           |
 |  compiler               | clang 17.0.2                                                                                                | clang 17.0.2                                                                                                |
 |  cores                  | 0                                                                                                           | 0                                                                                                           |
 |  data_preparation_cores | 0                                                                                                           | 0                                                                                                           |
 |  date                   | 2024-02-27 10:10:52                                                                                         | 2024-02-27 14:15:39                                                                                         |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                     | {'default': {'encoding': 'Dictionary'}}                                                                     |
 |  max_duration           | 60000000000                                                                                                 | 60000000000                                                                                                 |
 |  max_runs               | 100                                                                                                         | 100                                                                                                         |
 |  time_unit              | ns                                                                                                          | ns                                                                                                          |
 |  using_scheduler        | False                                                                                                       | False                                                                                                       |
 |  verify                 | False                                                                                                       | False                                                                                                       |
 |  warmup_duration        | 1000000000                                                                                                  | 1000000000                                                                                                  |
 +-------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   290.05 |   311.93 |   +8%˄ ||     3.45 |     3.21 |   -7%˄ |  0.0000 |
+| 03      ||    97.03 |   100.49 |   +4%˄ ||    10.31 |     9.95 |   -3%˄ |  0.0000 |
+| 06      ||   235.67 |   238.74 |   +1%˄ ||     4.24 |     4.19 |   -1%˄ |  0.0000 |
+| 07      ||   379.24 |   366.55 |   -3%˄ ||     2.64 |     2.73 |   +3%˄ |  0.0000 |
+| 09      ||  1098.40 |  1104.57 |   +1%  ||     0.91 |     0.91 |   -1%  |  0.0257 |
+| 10      ||   165.69 |   163.72 |   -1%˄ ||     6.04 |     6.11 |   +1%˄ |  0.0095 |
+| 13      ||   667.44 |   658.84 |   -1%  ||     1.50 |     1.52 |   +1%  |  0.0012 |
+| 15      ||   136.19 |   134.31 |   -1%˄ ||     7.34 |     7.45 |   +1%˄ |  0.0000 |
+| 16      ||    68.84 |    68.81 |   -0%˄ ||    14.53 |    14.53 |   +0%˄ |  0.9082 |
+| 17      ||   423.76 |   422.03 |   -0%˄ ||     2.36 |     2.37 |   +0%˄ |  0.0085 |
+| 19      ||   137.95 |   135.97 |   -1%˄ ||     7.25 |     7.35 |   +1%˄ |  0.0000 |
+| 25      ||   208.13 |   206.05 |   -1%˄ ||     4.80 |     4.85 |   +1%˄ |  0.0000 |
+| 26      ||   155.69 |   149.40 |   -4%˄ ||     6.42 |     6.69 |   +4%˄ |  0.0000 |
+| 28      ||   820.16 |   820.40 |   +0%  ||     1.22 |     1.22 |   -0%  |  0.8189 |
+| 29      ||   599.65 |   606.46 |   +1%˄ ||     1.67 |     1.65 |   -1%˄ |  0.0006 |
+| 31      ||  1593.95 |  1596.55 |   +0%  ||     0.63 |     0.63 |   -0%  |  0.6169 |
+| 32      ||    35.25 |    33.57 |   -5%˄ ||    28.37 |    29.78 |   +5%˄ |  0.0000 |
+| 34      ||   227.44 |   220.50 |   -3%˄ ||     4.40 |     4.53 |   +3%˄ |  0.0000 |
+| 35      ||   828.23 |   812.60 |   -2%  ||     1.21 |     1.23 |   +2%  |  0.0000 |
+| 37      ||   790.15 |   795.71 |   +1%  ||     1.27 |     1.26 |   -1%  |  0.1826 |
+| 39a     ||  1908.95 |  1913.52 |   +0%  ||     0.52 |     0.52 |   -0%  |  0.5046 |
+| 39b     ||  1940.88 |  1889.33 |   -3%  ||     0.52 |     0.53 |   +3%  |  0.0000 |
+| 41      ||   304.21 |   308.28 |   +1%˄ ||     3.29 |     3.24 |   -1%˄ |  0.0000 |
+| 42      ||   112.66 |   112.61 |   -0%˄ ||     8.88 |     8.88 |   +0%˄ |  0.9118 |
+| 43      ||  1077.25 |  1068.77 |   -1%  ||     0.93 |     0.94 |   +1%  |  0.0002 |
+| 45      ||   173.82 |   187.82 |   +8%˄ ||     5.75 |     5.32 |   -7%˄ |  0.0000 |
+| 48      ||  1131.53 |  1135.30 |   +0%  ||     0.88 |     0.88 |   -0%  |  0.3431 |
+| 50      ||   160.93 |   164.38 |   +2%˄ ||     6.21 |     6.08 |   -2%˄ |  0.0000 |
+| 52      ||   111.85 |   114.43 |   +2%˄ ||     8.94 |     8.74 |   -2%˄ |  0.0000 |
+| 55      ||   105.32 |   108.02 |   +3%˄ ||     9.49 |     9.26 |   -3%˄ |  0.0000 |
+| 62      ||   616.89 |   622.70 |   +1%  ||     1.62 |     1.61 |   -1%  |  0.0000 |
+| 65      ||  2123.91 |  2365.39 |  +11%  ||     0.47 |     0.42 |  -10%  |  0.0000 |
+| 69      ||   178.34 |   180.47 |   +1%˄ ||     5.61 |     5.54 |   -1%˄ |  0.0000 |
+| 73      ||   106.23 |   107.02 |   +1%˄ ||     9.41 |     9.34 |   -1%˄ |  0.0010 |
+| 79      ||   621.22 |   639.67 |   +3%  ||     1.61 |     1.56 |   -3%  |  0.0000 |
+| 81      ||   202.18 |   208.14 |   +3%˄ ||     4.95 |     4.80 |   -3%˄ |  0.0000 |
+| 82      ||   856.82 |   881.28 |   +3%  ||     1.17 |     1.13 |   -3%  |  0.0000 |
+| 83      ||    53.72 |    54.03 |   +1%˄ ||    18.61 |    18.51 |   -1%˄ |  0.6426 |
+| 85      ||   202.90 |   205.25 |   +1%˄ ||     4.93 |     4.87 |   -1%˄ |  0.0000 |
+| 88      ||   955.37 |   956.99 |   +0%  ||     1.05 |     1.04 |   -0%  |  0.0958 |
+| 91      ||    20.78 |    21.08 |   +1%˄ ||    48.12 |    47.42 |   -1%˄ |  0.0011 |
+| 92      ||    53.62 |    50.61 |   -6%˄ ||    18.65 |    19.76 |   +6%˄ |  0.0000 |
+| 93      ||  5219.27 |  5222.99 |   +0%  ||     0.19 |     0.19 |   -0%  |  0.8055 |
+| 94      ||    52.00 |    53.72 |   +3%˄ ||    19.23 |    18.61 |   -3%˄ |  0.0000 |
+| 95      ||  4849.14 |  4731.74 |   -2%  ||     0.21 |     0.21 |   +2%  |  0.0646 |
+| 96      ||    82.88 |    83.20 |   +0%˄ ||    12.07 |    12.02 |   -0%˄ |  0.6976 |
+| 97      ||  2882.32 |  4751.47 |  +65%  ||     0.35 |     0.21 |  -39%  |  0.0000 |
+| 99      ||  1138.31 |  1142.70 |   +0%  ||     0.88 |     0.88 |   -0%  |  0.0033 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 36202.15 | 38228.10 |   +6%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -2%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                            |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_f5bdcb3c47233e058ef9792c861ed1794fca2d18_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_b1462bd925a2ddf5934cba02729cf4758d1c0176_mt.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                              | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                              |
 |  benchmark_mode               | Shuffled                                                                                                    | Shuffled                                                                                                    |
 |  build_type                   | release                                                                                                     | release                                                                                                     |
 |  chunk_indexes                | False                                                                                                       | False                                                                                                       |
 |  chunk_size                   | 65535                                                                                                       | 65535                                                                                                       |
 |  clients                      | 64                                                                                                          | 64                                                                                                          |
 |  compiler                     | clang 17.0.2                                                                                                | clang 17.0.2                                                                                                |
 |  cores                        | 64                                                                                                          | 64                                                                                                          |
 |  data_preparation_cores       | 0                                                                                                           | 0                                                                                                           |
 |  date                         | 2024-02-27 10:40:10                                                                                         | 2024-02-27 14:45:03                                                                                         |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                     | {'default': {'encoding': 'Dictionary'}}                                                                     |
 |  max_duration                 | 1200000000000                                                                                               | 1200000000000                                                                                               |
 |  max_runs                     | -1                                                                                                          | -1                                                                                                          |
 |  time_unit                    | ns                                                                                                          | ns                                                                                                          |
 |  using_scheduler              | True                                                                                                        | True                                                                                                        |
 |  utilized_cores_per_numa_node | [64]                                                                                                        | [64]                                                                                                        |
 |  verify                       | False                                                                                                       | False                                                                                                       |
 |  warmup_duration              | 0                                                                                                           | 0                                                                                                           |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   649.14 |   827.96 |  +28%  ||     0.99 |     0.97 |   -2%  |  0.0002 |
+| 03      ||   305.34 |   312.32 |   +2%  ||     0.99 |     0.97 |   -2%  |  0.8562 |
+| 06      ||   974.95 |   972.30 |   -0%  ||     0.99 |     0.97 |   -2%  |  0.9696 |
+| 07      ||   953.29 |   936.81 |   -2%  ||     0.99 |     0.97 |   -2%  |  0.8066 |
+| 09      ||   897.48 |   976.35 |   +9%  ||     0.99 |     0.97 |   -2%  |  0.2982 |
+| 10      ||   732.92 |   898.11 |  +23%  ||     0.99 |     0.97 |   -2%  |  0.0250 |
+| 13      ||  1797.36 |  1922.26 |   +7%  ||     0.99 |     0.97 |   -2%  |  0.1883 |
+| 15      ||   552.10 |   548.17 |   -1%  ||     0.99 |     0.97 |   -2%  |  0.9404 |
+| 16      ||   487.29 |   492.64 |   +1%  ||     0.99 |     0.97 |   -2%  |  0.9229 |
+| 17      ||  1292.95 |  1382.81 |   +7%  ||     0.99 |     0.97 |   -2%  |  0.2648 |
+| 19      ||   685.22 |   676.83 |   -1%  ||     0.99 |     0.97 |   -2%  |  0.8866 |
+| 25      ||  1091.48 |  1113.84 |   +2%  ||     0.99 |     0.97 |   -2%  |  0.7807 |
+| 26      ||   532.68 |   574.07 |   +8%  ||     0.99 |     0.97 |   -2%  |  0.4373 |
+| 28      ||  1770.30 |  1703.96 |   -4%  ||     0.99 |     0.97 |   -2%  |  0.5588 |
+| 29      ||  1716.37 |  1786.42 |   +4%  ||     0.99 |     0.97 |   -2%  |  0.4624 |
+| 31      ||  2733.61 |  2907.44 |   +6%  ||     0.99 |     0.97 |   -2%  |  0.1748 |
+| 32      ||   205.81 |   233.28 |  +13%  ||     0.99 |     0.97 |   -2%  |  0.3998 |
+| 34      ||   777.44 |   790.86 |   +2%  ||     0.99 |     0.97 |   -2%  |  0.8439 |
+| 35      ||  2283.54 |  2266.88 |   -1%  ||     0.99 |     0.97 |   -2%  |  0.8688 |
+| 37      ||   879.39 |   921.74 |   +5%  ||     0.99 |     0.97 |   -2%  |  0.5188 |
+| 39a     ||  2634.88 |  2834.57 |   +8%  ||     0.99 |     0.97 |   -2%  |  0.0227 |
+| 39b     ||  2726.12 |  2720.00 |   -0%  ||     0.99 |     0.97 |   -2%  |  0.9470 |
+| 41      ||  3855.21 |  3942.37 |   +2%  ||     0.99 |     0.97 |   -2%  |  0.5397 |
+| 42      ||   570.44 |   492.39 |  -14%  ||     0.99 |     0.97 |   -2%  |  0.1686 |
+| 43      ||  1493.73 |  1568.13 |   +5%  ||     0.99 |     0.97 |   -2%  |  0.3360 |
+| 45      ||   832.59 |   808.35 |   -3%  ||     0.99 |     0.97 |   -2%  |  0.7026 |
+| 48      ||  2640.03 |  2637.15 |   -0%  ||     0.99 |     0.97 |   -2%  |  0.9802 |
+| 50      ||   945.51 |  1147.63 |  +21%  ||     0.99 |     0.97 |   -2%  |  0.0041 |
+| 52      ||   509.46 |   502.81 |   -1%  ||     0.99 |     0.97 |   -2%  |  0.8999 |
+| 55      ||   471.23 |   474.26 |   +1%  ||     0.99 |     0.97 |   -2%  |  0.9529 |
+| 62      ||   999.43 |  1082.88 |   +8%  ||     0.99 |     0.97 |   -2%  |  0.1697 |
+| 65      ||  4555.61 |  4269.15 |   -6%  ||     0.99 |     0.97 |   -2%  |  0.0002 |
+| 69      ||  1015.05 |  1006.63 |   -1%  ||     0.99 |     0.97 |   -2%  |  0.9110 |
+| 73      ||   564.58 |   592.04 |   +5%  ||     0.99 |     0.97 |   -2%  |  0.6674 |
+| 79      ||  1512.49 |  1599.39 |   +6%  ||     0.99 |     0.97 |   -2%  |  0.2126 |
+| 81      ||   693.25 |   729.79 |   +5%  ||     0.99 |     0.97 |   -2%  |  0.4659 |
+| 82      ||  1012.67 |  1055.78 |   +4%  ||     0.99 |     0.97 |   -2%  |  0.5106 |
+| 83      ||   379.94 |   332.43 |  -13%  ||     0.99 |     0.97 |   -2%  |  0.2730 |
+| 85      ||   877.59 |  1003.96 |  +14%  ||     0.99 |     0.97 |   -2%  |  0.1033 |
+| 88      ||  2689.76 |  2706.30 |   +1%  ||     0.99 |     0.97 |   -2%  |  0.8979 |
+| 91      ||   203.02 |   222.40 |  +10%  ||     0.99 |     0.97 |   -2%  |  0.5234 |
+| 92      ||   334.79 |   325.92 |   -3%  ||     0.99 |     0.97 |   -2%  |  0.8550 |
+| 93      ||  2358.47 |  2208.69 |   -6%  ||     0.99 |     0.97 |   -2%  |  0.0771 |
+| 94      ||   473.33 |   531.32 |  +12%  ||     0.99 |     0.97 |   -2%  |  0.2981 |
+| 95      ||  2199.38 |  2312.72 |   +5%  ||     0.99 |     0.97 |   -2%  |  0.2437 |
+| 96      ||   373.95 |   412.96 |  +10%  ||     0.99 |     0.97 |   -2%  |  0.3619 |
+| 97      ||  4461.17 |  4306.93 |   -3%  ||     0.99 |     0.97 |   -2%  |  0.1603 |
+| 99      ||  1378.90 |  1371.20 |   -1%  ||     0.99 |     0.97 |   -2%  |  0.8983 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 64081.26 | 65443.24 |   +2%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -2%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_f5bdcb3c47233e058ef9792c861ed1794fca2d18_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_b1462bd925a2ddf5934cba02729cf4758d1c0176_st.json |
 +-------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                             | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                             |
 |  benchmark_mode         | Shuffled                                                                                                   | Shuffled                                                                                                   |
 |  build_type             | release                                                                                                    | release                                                                                                    |
 |  chunk_indexes          | False                                                                                                      | False                                                                                                      |
 |  chunk_size             | 65535                                                                                                      | 65535                                                                                                      |
 |  clients                | 1                                                                                                          | 1                                                                                                          |
 |  compiler               | clang 17.0.2                                                                                               | clang 17.0.2                                                                                               |
 |  cores                  | 0                                                                                                          | 0                                                                                                          |
 |  data_preparation_cores | 0                                                                                                          | 0                                                                                                          |
 |  date                   | 2024-02-27 11:00:40                                                                                        | 2024-02-27 15:05:29                                                                                        |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                    |
 |  max_duration           | 60000000000                                                                                                | 60000000000                                                                                                |
 |  max_runs               | -1                                                                                                         | -1                                                                                                         |
 |  scale_factor           | 10                                                                                                         | 10                                                                                                         |
 |  time_unit              | ns                                                                                                         | ns                                                                                                         |
 |  using_scheduler        | False                                                                                                      | False                                                                                                      |
 |  verify                 | False                                                                                                      | False                                                                                                      |
 |  warmup_duration        | 0                                                                                                          | 0                                                                                                          |
 +-------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
+|              ||      old |     new |        ||      old |      new |        |                      |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Delivery     ||    64.53 |   65.40 |   +1%  ||     1.53 |     1.52 |   -1%  | (run time too short) |
+| New-Order    ||    44.30 |   44.76 |   +1%  ||    17.08 |    16.88 |   -1%  |               0.4747 |
+| Order-Status ||     2.29 |    2.21 |   -4%  ||     1.52 |     1.50 |   -1%  | (run time too short) |
+| Payment      ||     8.27 |    8.39 |   +1%  ||    16.26 |    16.19 |   -0%  |               0.0810 |
+| Stock-Level  ||     3.70 |    3.65 |   -1%  ||     1.52 |     1.47 |   -3%  | (run time too short) |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum          ||   123.09 |  124.40 |   +1%  ||          |          |        |                      |
+| Geomean      ||          |         |        ||          |          |   -1%  |                      |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: +0% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_f5bdcb3c47233e058ef9792c861ed1794fca2d18_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_b1462bd925a2ddf5934cba02729cf4758d1c0176_mt.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                             | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                             |
 |  benchmark_mode               | Shuffled                                                                                                   | Shuffled                                                                                                   |
 |  build_type                   | release                                                                                                    | release                                                                                                    |
 |  chunk_indexes                | False                                                                                                      | False                                                                                                      |
 |  chunk_size                   | 65535                                                                                                      | 65535                                                                                                      |
 |  clients                      | 64                                                                                                         | 64                                                                                                         |
 |  compiler                     | clang 17.0.2                                                                                               | clang 17.0.2                                                                                               |
 |  cores                        | 64                                                                                                         | 64                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                          | 0                                                                                                          |
 |  date                         | 2024-02-27 11:01:49                                                                                        | 2024-02-27 15:06:37                                                                                        |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                    |
 |  max_duration                 | 1200000000000                                                                                              | 1200000000000                                                                                              |
 |  max_runs                     | -1                                                                                                         | -1                                                                                                         |
 |  scale_factor                 | 10                                                                                                         | 10                                                                                                         |
 |  time_unit                    | ns                                                                                                         | ns                                                                                                         |
 |  using_scheduler              | True                                                                                                       | True                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                       | [64]                                                                                                       |
 |  verify                       | False                                                                                                      | False                                                                                                      |
 |  warmup_duration              | 0                                                                                                          | 0                                                                                                          |
 +-------------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|              ||      old |     new |        ||      old |      new |        |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||   319.13 |  321.22 |   +1%  ||    17.73 |    17.63 |   -1%  |  0.0334 |
+|    unsucc.:  ||     4.10 |    4.25 |   +4%  ||    20.67 |    20.69 |   +0%  |         |
+| New-Order    ||   196.41 |  196.36 |   -0%  ||   220.84 |   220.59 |   -0%  |  0.8269 |
+|    unsucc.:  ||    10.73 |   10.81 |   +1%  ||   211.20 |   210.46 |   -0%  |         |
+| Order-Status ||    13.75 |   13.68 |   -0%  ||    38.41 |    38.32 |   -0%  |  0.6378 |
+| Payment      ||    32.78 |   33.27 |   +2%  ||   119.37 |   118.43 |   -1%  |  0.0000 |
+|    unsucc.:  ||     7.47 |    7.57 |   +1%  ||   293.52 |   293.50 |   -0%  |         |
+| Stock-Level  ||    23.15 |   23.14 |   -0%  ||    38.41 |    38.32 |   -0%  |  0.9694 |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Sum          ||   585.21 |  587.67 |   +0%  ||          |          |        |         |
+| Geomean      ||          |         |        ||          |          |   -0%  |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: +0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_f5bdcb3c47233e058ef9792c861ed1794fca2d18_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_b1462bd925a2ddf5934cba02729cf4758d1c0176_st.json |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                                  | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                                  |
 |  benchmark_mode         | Ordered                                                                                                         | Ordered                                                                                                         |
 |  build_type             | release                                                                                                         | release                                                                                                         |
 |  chunk_indexes          | False                                                                                                           | False                                                                                                           |
 |  chunk_size             | 65535                                                                                                           | 65535                                                                                                           |
 |  clients                | 1                                                                                                               | 1                                                                                                               |
 |  compiler               | clang 17.0.2                                                                                                    | clang 17.0.2                                                                                                    |
 |  cores                  | 0                                                                                                               | 0                                                                                                               |
 |  data_preparation_cores | 0                                                                                                               | 0                                                                                                               |
 |  date                   | 2024-02-27 11:22:06                                                                                             | 2024-02-27 15:26:53                                                                                             |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                         |
 |  max_duration           | 60000000000                                                                                                     | 60000000000                                                                                                     |
 |  max_runs               | 100                                                                                                             | 100                                                                                                             |
 |  time_unit              | ns                                                                                                              | ns                                                                                                              |
 |  using_scheduler        | False                                                                                                           | False                                                                                                           |
 |  verify                 | False                                                                                                           | False                                                                                                           |
 |  warmup_duration        | 1000000000                                                                                                      | 1000000000                                                                                                      |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   118.64 |   122.61 |   +3%˄ ||     8.43 |     8.16 |   -3%˄ |  0.0716 |
+| 10b     ||    75.45 |    86.81 |  +15%˄ ||    13.25 |    11.52 |  -13%˄ |  0.0000 |
+| 10c     ||   439.69 |   440.08 |   +0%˄ ||     2.27 |     2.27 |   -0%˄ |  0.6026 |
+| 11a     ||   132.99 |   122.01 |   -8%˄ ||     7.52 |     8.20 |   +9%˄ |  0.0000 |
+| 11b     ||   128.24 |   103.81 |  -19%˄ ||     7.80 |     9.63 |  +24%˄ |  0.0000 |
+| 11c     ||    28.81 |    23.67 |  -18%˄ ||    34.70 |    42.24 |  +22%˄ |  0.0000 |
+| 11d     ||    31.39 |    30.28 |   -4%˄ ||    31.85 |    33.01 |   +4%˄ |  0.0001 |
+| 12a     ||    41.65 |    42.63 |   +2%˄ ||    24.01 |    23.45 |   -2%˄ |  0.0000 |
+| 12b     ||    33.30 |    33.82 |   +2%˄ ||    30.03 |    29.56 |   -2%˄ |  0.0000 |
+| 12c     ||   107.71 |   107.94 |   +0%˄ ||     9.28 |     9.26 |   -0%˄ |  0.3440 |
+| 13a     ||   236.43 |   237.24 |   +0%˄ ||     4.23 |     4.21 |   -0%˄ |  0.0039 |
+| 13b     ||   287.69 |   286.55 |   -0%˄ ||     3.48 |     3.49 |   +0%˄ |  0.0000 |
+| 13c     ||   228.59 |   230.06 |   +1%˄ ||     4.37 |     4.35 |   -1%˄ |  0.0067 |
+| 13d     ||   616.81 |   620.62 |   +1%  ||     1.62 |     1.61 |   -1%  |  0.0000 |
+| 14a     ||   144.26 |   143.62 |   -0%˄ ||     6.93 |     6.96 |   +0%˄ |  0.0014 |
+| 14b     ||   141.30 |   140.85 |   -0%˄ ||     7.08 |     7.10 |   +0%˄ |  0.0173 |
+| 14c     ||   242.42 |   243.02 |   +0%˄ ||     4.12 |     4.11 |   -0%˄ |  0.6468 |
+| 15a     ||    62.24 |    62.11 |   -0%˄ ||    16.07 |    16.10 |   +0%˄ |  0.0863 |
+| 15b     ||    67.74 |    67.73 |   -0%˄ ||    14.76 |    14.76 |   +0%˄ |  0.9171 |
+| 15c     ||    51.13 |    50.89 |   -0%˄ ||    19.56 |    19.65 |   +0%˄ |  0.0298 |
+| 15d     ||    49.84 |    49.87 |   +0%˄ ||    20.06 |    20.05 |   -0%˄ |  0.3507 |
+| 16a     ||  1938.55 |  1933.28 |   -0%  ||     0.52 |     0.52 |   +0%  |  0.3696 |
+| 16b     ||  3245.05 |  3259.73 |   +0%  ||     0.31 |     0.31 |   -0%  |  0.2300 |
+| 16c     ||  2158.69 |  2154.44 |   -0%  ||     0.46 |     0.46 |   +0%  |  0.5503 |
+| 16d     ||  2111.37 |  2099.45 |   -1%  ||     0.47 |     0.48 |   +1%  |  0.0352 |
+| 17a     ||   759.59 |   758.61 |   -0%  ||     1.32 |     1.32 |   +0%  |  0.4644 |
+| 17b     ||   632.11 |   631.10 |   -0%  ||     1.58 |     1.58 |   +0%  |  0.4815 |
+| 17c     ||   606.66 |   606.57 |   -0%  ||     1.65 |     1.65 |   +0%  |  0.9509 |
+| 17d     ||   671.55 |   671.20 |   -0%  ||     1.49 |     1.49 |   +0%  |  0.8049 |
+| 17e     ||  2193.42 |  2189.38 |   -0%  ||     0.46 |     0.46 |   +0%  |  0.4350 |
+| 17f     ||  1258.52 |  1256.98 |   -0%  ||     0.79 |     0.80 |   +0%  |  0.4949 |
+| 18a     ||   150.45 |   148.75 |   -1%˄ ||     6.65 |     6.72 |   +1%˄ |  0.0000 |
+| 18b     ||   143.71 |   143.96 |   +0%˄ ||     6.96 |     6.95 |   -0%˄ |  0.2715 |
+| 18c     ||   291.78 |   292.66 |   +0%˄ ||     3.43 |     3.42 |   -0%˄ |  0.0991 |
+| 19a     ||   269.24 |   270.61 |   +1%˄ ||     3.71 |     3.70 |   -1%˄ |  0.0000 |
+| 19b     ||   231.51 |   231.28 |   -0%˄ ||     4.32 |     4.32 |   +0%˄ |  0.4349 |
+| 19c     ||   317.91 |   316.35 |   -0%˄ ||     3.15 |     3.16 |   +0%˄ |  0.0002 |
+| 19d     ||   822.30 |   823.76 |   +0%  ||     1.22 |     1.21 |   -0%  |  0.0159 |
+| 1a      ||    13.52 |    13.55 |   +0%˄ ||    73.92 |    73.80 |   -0%˄ |  0.4878 |
+| 1b      ||    22.28 |    22.26 |   -0%˄ ||    44.87 |    44.90 |   +0%˄ |  0.7655 |
+| 1c      ||    19.61 |    19.70 |   +0%˄ ||    50.99 |    50.76 |   -0%˄ |  0.0178 |
+| 1d      ||    12.36 |    12.83 |   +4%˄ ||    80.90 |    77.89 |   -4%˄ |  0.0000 |
+| 20a     ||   762.35 |   764.81 |   +0%  ||     1.31 |     1.31 |   -0%  |  0.0049 |
+| 20b     ||   790.62 |   790.75 |   +0%  ||     1.26 |     1.26 |   -0%  |  0.9071 |
+| 20c     ||   465.73 |   463.28 |   -1%˄ ||     2.15 |     2.16 |   +1%˄ |  0.0000 |
+| 21a     ||   149.05 |   148.83 |   -0%˄ ||     6.71 |     6.72 |   +0%˄ |  0.3216 |
+| 21b     ||   137.81 |   136.35 |   -1%˄ ||     7.26 |     7.33 |   +1%˄ |  0.0000 |
+| 21c     ||   142.69 |   141.93 |   -1%˄ ||     7.01 |     7.05 |   +1%˄ |  0.0062 |
+| 22a     ||   231.37 |   231.88 |   +0%˄ ||     4.32 |     4.31 |   -0%˄ |  0.1988 |
+| 22b     ||   210.02 |   211.83 |   +1%˄ ||     4.76 |     4.72 |   -1%˄ |  0.0005 |
+| 22c     ||   313.07 |   312.35 |   -0%˄ ||     3.19 |     3.20 |   +0%˄ |  0.0742 |
+| 22d     ||   489.58 |   486.95 |   -1%˄ ||     2.04 |     2.05 |   +1%˄ |  0.0008 |
+| 23a     ||    55.64 |    55.53 |   -0%˄ ||    17.97 |    18.01 |   +0%˄ |  0.0012 |
+| 23b     ||    71.50 |    71.78 |   +0%˄ ||    13.99 |    13.93 |   -0%˄ |  0.2287 |
+| 23c     ||    61.26 |    60.78 |   -1%˄ ||    16.32 |    16.45 |   +1%˄ |  0.0000 |
+| 24a     ||   231.94 |   232.03 |   +0%˄ ||     4.31 |     4.31 |   -0%˄ |  0.6613 |
+| 24b     ||   224.97 |   225.35 |   +0%˄ ||     4.44 |     4.44 |   -0%˄ |  0.0133 |
+| 25a     ||   152.81 |   153.38 |   +0%˄ ||     6.54 |     6.52 |   -0%˄ |  0.0951 |
+| 25b     ||    87.47 |    87.81 |   +0%˄ ||    11.43 |    11.39 |   -0%˄ |  0.0000 |
+| 25c     ||   358.60 |   356.98 |   -0%˄ ||     2.79 |     2.80 |   +0%˄ |  0.0373 |
+| 26a     ||   264.05 |   264.73 |   +0%˄ ||     3.79 |     3.78 |   -0%˄ |  0.2846 |
+| 26b     ||   227.16 |   227.55 |   +0%˄ ||     4.40 |     4.39 |   -0%˄ |  0.6181 |
+| 26c     ||   444.06 |   444.26 |   +0%˄ ||     2.25 |     2.25 |   -0%˄ |  0.5149 |
+| 27a     ||   139.93 |   140.16 |   +0%˄ ||     7.15 |     7.13 |   -0%˄ |  0.4303 |
+| 27b     ||   121.37 |   122.81 |   +1%˄ ||     8.24 |     8.14 |   -1%˄ |  0.0000 |
+| 27c     ||   141.60 |   142.41 |   +1%˄ ||     7.06 |     7.02 |   -1%˄ |  0.0016 |
+| 28a     ||   258.45 |   258.63 |   +0%˄ ||     3.87 |     3.87 |   -0%˄ |  0.5122 |
+| 28b     ||    95.31 |    95.22 |   -0%˄ ||    10.49 |    10.50 |   +0%˄ |  0.6801 |
+| 28c     ||   234.34 |   234.26 |   -0%˄ ||     4.27 |     4.27 |   +0%˄ |  0.8537 |
+| 29a     ||   184.70 |   183.89 |   -0%˄ ||     5.41 |     5.44 |   +0%˄ |  0.0000 |
+| 29b     ||   838.67 |   835.45 |   -0%  ||     1.19 |     1.20 |   +0%  |  0.0000 |
+| 29c     ||   239.40 |   240.06 |   +0%˄ ||     4.18 |     4.17 |   -0%˄ |  0.0000 |
+| 2a      ||    44.18 |    43.62 |   -1%˄ ||    22.63 |    22.92 |   +1%˄ |  0.0119 |
+| 2b      ||    40.40 |    40.33 |   -0%˄ ||    24.75 |    24.79 |   +0%˄ |  0.0036 |
+| 2c      ||    34.43 |    34.65 |   +1%˄ ||    29.04 |    28.85 |   -1%˄ |  0.0000 |
+| 2d      ||    86.05 |    86.48 |   +0%˄ ||    11.62 |    11.56 |   -1%˄ |  0.1894 |
+| 30a     ||   129.78 |   129.55 |   -0%˄ ||     7.70 |     7.72 |   +0%˄ |  0.5500 |
+| 30b     ||   130.83 |   132.43 |   +1%˄ ||     7.64 |     7.55 |   -1%˄ |  0.0000 |
+| 30c     ||   231.04 |   229.10 |   -1%˄ ||     4.33 |     4.36 |   +1%˄ |  0.0000 |
+| 31a     ||   108.89 |   108.78 |   -0%˄ ||     9.18 |     9.19 |   +0%˄ |  0.2858 |
+| 31b     ||   105.55 |   105.05 |   -0%˄ ||     9.47 |     9.52 |   +0%˄ |  0.0344 |
+| 31c     ||   121.46 |   121.36 |   -0%˄ ||     8.23 |     8.24 |   +0%˄ |  0.3478 |
+| 32a     ||    23.27 |    23.21 |   -0%˄ ||    42.96 |    43.07 |   +0%˄ |  0.1399 |
+| 32b     ||    52.47 |    53.60 |   +2%˄ ||    19.06 |    18.66 |   -2%˄ |  0.0000 |
+| 33a     ||    45.83 |    45.28 |   -1%˄ ||    21.82 |    22.08 |   +1%˄ |  0.0002 |
+| 33b     ||    27.69 |    28.00 |   +1%˄ ||    36.10 |    35.71 |   -1%˄ |  0.0000 |
+| 33c     ||    59.69 |    59.04 |   -1%˄ ||    16.75 |    16.94 |   +1%˄ |  0.0000 |
+| 3a      ||   100.86 |   100.77 |   -0%˄ ||     9.91 |     9.92 |   +0%˄ |  0.7539 |
+| 3b      ||    22.02 |    22.02 |   -0%˄ ||    45.40 |    45.40 |   +0%˄ |  0.9331 |
+| 3c      ||   295.29 |   301.06 |   +2%˄ ||     3.39 |     3.32 |   -2%˄ |  0.0000 |
+| 4a      ||   197.04 |   197.76 |   +0%˄ ||     5.07 |     5.06 |   -0%˄ |  0.2249 |
+| 4b      ||    20.70 |    20.66 |   -0%˄ ||    48.30 |    48.39 |   +0%˄ |  0.5332 |
+| 4c      ||   249.73 |   251.10 |   +1%˄ ||     4.00 |     3.98 |   -1%˄ |  0.0212 |
+| 5a      ||    64.41 |    64.53 |   +0%˄ ||    15.52 |    15.49 |   -0%˄ |  0.5784 |
+| 5b      ||    60.81 |    60.95 |   +0%˄ ||    16.44 |    16.41 |   -0%˄ |  0.2487 |
+| 5c      ||   112.88 |   112.44 |   -0%˄ ||     8.86 |     8.89 |   +0%˄ |  0.0074 |
+| 6a      ||   220.01 |   219.81 |   -0%˄ ||     4.55 |     4.55 |   +0%˄ |  0.7064 |
+| 6b      ||   238.88 |   238.52 |   -0%˄ ||     4.19 |     4.19 |   +0%˄ |  0.6255 |
+| 6c      ||   207.21 |   207.86 |   +0%˄ ||     4.83 |     4.81 |   -0%˄ |  0.0017 |
+| 6d      ||   559.60 |   561.26 |   +0%˄ ||     1.79 |     1.78 |   -0%˄ |  0.1841 |
+| 6e      ||   216.91 |   217.35 |   +0%˄ ||     4.61 |     4.60 |   -0%˄ |  0.4820 |
+| 6f      ||  1051.44 |  1051.89 |   +0%  ||     0.95 |     0.95 |   -0%  |  0.7741 |
+| 7a      ||    93.49 |    94.26 |   +1%˄ ||    10.70 |    10.61 |   -1%˄ |  0.0000 |
+| 7b      ||    84.11 |    85.47 |   +2%˄ ||    11.89 |    11.70 |   -2%˄ |  0.0000 |
+| 7c      ||   718.20 |   724.67 |   +1%  ||     1.39 |     1.38 |   -1%  |  0.0001 |
+| 8a      ||   187.94 |   186.84 |   -1%˄ ||     5.32 |     5.35 |   +1%˄ |  0.0000 |
+| 8b      ||   181.31 |   180.40 |   -1%˄ ||     5.52 |     5.54 |   +1%˄ |  0.0000 |
+| 8c      ||  2207.08 |  2220.87 |   +1%  ||     0.45 |     0.45 |   -1%  |  0.0086 |
+| 8d      ||   361.91 |   362.19 |   +0%˄ ||     2.76 |     2.76 |   -0%˄ |  0.5193 |
+| 9a      ||   324.54 |   324.92 |   +0%˄ ||     3.08 |     3.08 |   -0%˄ |  0.2427 |
+| 9b      ||   214.92 |   215.67 |   +0%˄ ||     4.65 |     4.64 |   -0%˄ |  0.0034 |
+| 9c      ||   349.72 |   350.67 |   +0%˄ ||     2.86 |     2.85 |   -0%˄ |  0.0865 |
+| 9d      ||   565.27 |   571.20 |   +1%˄ ||     1.77 |     1.75 |   -1%˄ |  0.0000 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 39409.86 | 39410.30 |   +0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +0%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                            |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_f5bdcb3c47233e058ef9792c861ed1794fca2d18_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_b1462bd925a2ddf5934cba02729cf4758d1c0176_mt.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                                  | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                                  |
 |  benchmark_mode               | Shuffled                                                                                                        | Shuffled                                                                                                        |
 |  build_type                   | release                                                                                                         | release                                                                                                         |
 |  chunk_indexes                | False                                                                                                           | False                                                                                                           |
 |  chunk_size                   | 65535                                                                                                           | 65535                                                                                                           |
 |  clients                      | 64                                                                                                              | 64                                                                                                              |
 |  compiler                     | clang 17.0.2                                                                                                    | clang 17.0.2                                                                                                    |
 |  cores                        | 64                                                                                                              | 64                                                                                                              |
 |  data_preparation_cores       | 0                                                                                                               | 0                                                                                                               |
 |  date                         | 2024-02-27 12:09:43                                                                                             | 2024-02-27 16:14:31                                                                                             |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                         |
 |  max_duration                 | 1200000000000                                                                                                   | 1200000000000                                                                                                   |
 |  max_runs                     | -1                                                                                                              | -1                                                                                                              |
 |  time_unit                    | ns                                                                                                              | ns                                                                                                              |
 |  using_scheduler              | True                                                                                                            | True                                                                                                            |
 |  utilized_cores_per_numa_node | [64]                                                                                                            | [64]                                                                                                            |
 |  verify                       | False                                                                                                           | False                                                                                                           |
 |  warmup_duration              | 0                                                                                                               | 0                                                                                                               |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   231.23 |   208.11 |  -10%  ||     1.11 |     1.11 |   +0%  |  0.3407 |
+| 10b     ||   184.02 |   163.72 |  -11%  ||     1.11 |     1.11 |   +0%  |  0.3984 |
+| 10c     ||   597.44 |   655.32 |  +10%  ||     1.11 |     1.11 |   +0%  |  0.1232 |
+| 11a     ||   139.21 |   150.26 |   +8%  ||     1.11 |     1.11 |   +0%  |  0.5357 |
+| 11b     ||   143.62 |   127.86 |  -11%  ||     1.11 |     1.11 |   +0%  |  0.4379 |
+| 11c     ||   101.20 |   110.20 |   +9%  ||     1.11 |     1.11 |   +0%  |  0.5037 |
+| 11d     ||   120.51 |    94.41 |  -22%  ||     1.11 |     1.11 |   +0%  |  0.0546 |
+| 12a     ||   171.30 |   173.44 |   +1%  ||     1.11 |     1.11 |   +0%  |  0.9232 |
+| 12b     ||    95.24 |    95.81 |   +1%  ||     1.11 |     1.11 |   +0%  |  0.9680 |
+| 12c     ||   414.94 |   394.90 |   -5%  ||     1.11 |     1.11 |   +0%  |  0.5392 |
+| 13a     ||   534.18 |   531.61 |   -0%  ||     1.11 |     1.11 |   +0%  |  0.9336 |
+| 13b     ||   390.84 |   367.57 |   -6%  ||     1.11 |     1.11 |   +0%  |  0.3954 |
+| 13c     ||   354.03 |   423.24 |  +20%  ||     1.11 |     1.11 |   +0%  |  0.0345 |
+| 13d     ||   987.33 |   982.41 |   -0%  ||     1.11 |     1.11 |   +0%  |  0.8897 |
+| 14a     ||   439.38 |   411.85 |   -6%  ||     1.11 |     1.11 |   +0%  |  0.3602 |
+| 14b     ||   488.91 |   472.83 |   -3%  ||     1.11 |     1.11 |   +0%  |  0.6419 |
+| 14c     ||   640.21 |   630.52 |   -2%  ||     1.11 |     1.11 |   +0%  |  0.7855 |
+| 15a     ||   145.02 |   135.90 |   -6%  ||     1.11 |     1.11 |   +0%  |  0.5865 |
+| 15b     ||   119.60 |   144.21 |  +21%  ||     1.11 |     1.11 |   +0%  |  0.1428 |
+| 15c     ||   139.98 |   162.96 |  +16%  ||     1.11 |     1.11 |   +0%  |  0.1980 |
+| 15d     ||   167.11 |   166.69 |   -0%  ||     1.11 |     1.11 |   +0%  |  0.9814 |
+| 16a     ||  1664.25 |  1682.19 |   +1%  ||     1.11 |     1.11 |   +0%  |  0.6917 |
+| 16b     ||  3242.24 |  3284.11 |   +1%  ||     1.11 |     1.11 |   -0%  |  0.4227 |
+| 16c     ||  1897.12 |  1932.41 |   +2%  ||     1.11 |     1.11 |   -0%  |  0.4469 |
+| 16d     ||  1921.43 |  1933.75 |   +1%  ||     1.11 |     1.11 |   +0%  |  0.8104 |
+| 17a     ||   949.44 |   979.60 |   +3%  ||     1.11 |     1.11 |   +0%  |  0.5189 |
+| 17b     ||   679.33 |   707.60 |   +4%  ||     1.11 |     1.11 |   +0%  |  0.4369 |
+| 17c     ||   641.25 |   653.90 |   +2%  ||     1.11 |     1.11 |   +0%  |  0.7301 |
+| 17d     ||   698.08 |   632.16 |   -9%  ||     1.11 |     1.11 |   +0%  |  0.0924 |
+| 17e     ||  1842.62 |  1787.22 |   -3%  ||     1.11 |     1.11 |   +0%  |  0.2543 |
+| 17f     ||  1291.23 |  1265.95 |   -2%  ||     1.11 |     1.11 |   +0%  |  0.6087 |
+| 18a     ||   305.72 |   318.08 |   +4%  ||     1.11 |     1.11 |   +0%  |  0.6615 |
+| 18b     ||   394.00 |   440.03 |  +12%  ||     1.11 |     1.11 |   +0%  |  0.1778 |
+| 18c     ||   769.14 |   712.99 |   -7%  ||     1.11 |     1.11 |   +0%  |  0.2342 |
+| 19a     ||   639.41 |   640.95 |   +0%  ||     1.11 |     1.11 |   +0%  |  0.9683 |
+| 19b     ||   421.80 |   447.77 |   +6%  ||     1.11 |     1.11 |   +0%  |  0.4224 |
+| 19c     ||   714.79 |   749.88 |   +5%  ||     1.11 |     1.11 |   +0%  |  0.4302 |
+| 19d     ||  1585.67 |  1527.64 |   -4%  ||     1.11 |     1.11 |   +0%  |  0.2428 |
+| 1a      ||    39.83 |    41.91 |   +5%  ||     1.11 |     1.11 |   +0%  |  0.7396 |
+| 1b      ||    65.62 |    70.06 |   +7%  ||     1.11 |     1.11 |   +0%  |  0.7566 |
+| 1c      ||    52.34 |    68.35 |  +31%  ||     1.11 |     1.11 |   +0%  |  0.1532 |
+| 1d      ||    34.20 |    36.60 |   +7%  ||     1.11 |     1.11 |   +0%  |  0.6855 |
+| 20a     ||   529.70 |   506.65 |   -4%  ||     1.11 |     1.11 |   +0%  |  0.5069 |
+| 20b     ||   423.54 |   441.36 |   +4%  ||     1.11 |     1.11 |   +0%  |  0.5856 |
+| 20c     ||   420.14 |   454.38 |   +8%  ||     1.11 |     1.11 |   +0%  |  0.3084 |
+| 21a     ||   218.63 |   198.84 |   -9%  ||     1.11 |     1.11 |   +0%  |  0.4103 |
+| 21b     ||   177.77 |   154.60 |  -13%  ||     1.11 |     1.11 |   +0%  |  0.2957 |
+| 21c     ||   191.30 |   215.65 |  +13%  ||     1.11 |     1.11 |   +0%  |  0.3576 |
+| 22a     ||   577.99 |   534.03 |   -8%  ||     1.11 |     1.11 |   +0%  |  0.2553 |
+| 22b     ||   526.54 |   482.16 |   -8%  ||     1.11 |     1.11 |   +0%  |  0.2665 |
+| 22c     ||   806.72 |   780.94 |   -3%  ||     1.11 |     1.11 |   +0%  |  0.5671 |
+| 22d     ||  1061.05 |  1117.80 |   +5%  ||     1.11 |     1.11 |   +0%  |  0.2889 |
+| 23a     ||   175.96 |   179.12 |   +2%  ||     1.11 |     1.11 |   +0%  |  0.8850 |
+| 23b     ||   149.78 |   133.52 |  -11%  ||     1.11 |     1.11 |   +0%  |  0.3485 |
+| 23c     ||   194.10 |   192.18 |   -1%  ||     1.11 |     1.11 |   +0%  |  0.9288 |
+| 24a     ||   486.90 |   481.96 |   -1%  ||     1.11 |     1.11 |   +0%  |  0.9039 |
+| 24b     ||   312.88 |   336.97 |   +8%  ||     1.11 |     1.11 |   +0%  |  0.4203 |
+| 25a     ||   479.81 |   473.89 |   -1%  ||     1.11 |     1.11 |   +0%  |  0.8607 |
+| 25b     ||   291.58 |   259.35 |  -11%  ||     1.11 |     1.11 |   +0%  |  0.2918 |
+| 25c     ||   955.24 |   993.90 |   +4%  ||     1.11 |     1.11 |   +0%  |  0.4318 |
+| 26a     ||   442.51 |   412.53 |   -7%  ||     1.11 |     1.11 |   +0%  |  0.2959 |
+| 26b     ||   303.13 |   291.66 |   -4%  ||     1.11 |     1.11 |   +0%  |  0.6443 |
+| 26c     ||   664.45 |   642.13 |   -3%  ||     1.11 |     1.11 |   +0%  |  0.5049 |
+| 27a     ||   232.61 |   213.70 |   -8%  ||     1.11 |     1.11 |   +0%  |  0.5014 |
+| 27b     ||   156.02 |   204.45 |  +31%  ||     1.11 |     1.11 |   +0%  |  0.0295 |
+| 27c     ||   225.47 |   246.37 |   +9%  ||     1.11 |     1.11 |   +0%  |  0.4428 |
+| 28a     ||   769.50 |   754.11 |   -2%  ||     1.11 |     1.11 |   +0%  |  0.7126 |
+| 28b     ||   295.84 |   304.18 |   +3%  ||     1.11 |     1.11 |   +0%  |  0.7762 |
+| 28c     ||   674.86 |   756.78 |  +12%  ||     1.11 |     1.11 |   +0%  |  0.0374 |
+| 29a     ||   315.79 |   340.32 |   +8%  ||     1.11 |     1.11 |   +0%  |  0.3977 |
+| 29b     ||   426.62 |   416.71 |   -2%  ||     1.11 |     1.11 |   +0%  |  0.7910 |
+| 29c     ||   428.73 |   455.32 |   +6%  ||     1.11 |     1.11 |   +0%  |  0.4487 |
+| 2a      ||   136.42 |   158.55 |  +16%  ||     1.11 |     1.11 |   +0%  |  0.1304 |
+| 2b      ||   157.17 |   128.78 |  -18%  ||     1.11 |     1.11 |   +0%  |  0.0976 |
+| 2c      ||    92.29 |   119.77 |  +30%  ||     1.11 |     1.11 |   +0%  |  0.0366 |
+| 2d      ||   231.85 |   241.73 |   +4%  ||     1.11 |     1.11 |   +0%  |  0.5845 |
+| 30a     ||   439.61 |   451.03 |   +3%  ||     1.11 |     1.11 |   +0%  |  0.7743 |
+| 30b     ||   427.63 |   396.14 |   -7%  ||     1.11 |     1.11 |   +0%  |  0.3710 |
+| 30c     ||   738.98 |   754.41 |   +2%  ||     1.11 |     1.11 |   +0%  |  0.7175 |
+| 31a     ||   332.29 |   357.73 |   +8%  ||     1.11 |     1.11 |   +0%  |  0.4533 |
+| 31b     ||   267.09 |   264.76 |   -1%  ||     1.11 |     1.11 |   +0%  |  0.9342 |
+| 31c     ||   421.81 |   394.96 |   -6%  ||     1.11 |     1.11 |   +0%  |  0.4558 |
+| 32a     ||    59.74 |    58.95 |   -1%  ||     1.11 |     1.11 |   +0%  |  0.9342 |
+| 32b     ||   236.10 |   205.77 |  -13%  ||     1.11 |     1.11 |   +0%  |  0.2421 |
+| 33a     ||   164.79 |   148.89 |  -10%  ||     1.11 |     1.11 |   +0%  |  0.4880 |
+| 33b     ||    80.80 |    97.31 |  +20%  ||     1.11 |     1.11 |   +0%  |  0.1561 |
+| 33c     ||   188.91 |   204.92 |   +8%  ||     1.11 |     1.11 |   +0%  |  0.5169 |
+| 3a      ||   292.82 |   312.64 |   +7%  ||     1.11 |     1.11 |   +0%  |  0.4733 |
+| 3b      ||   106.52 |    85.96 |  -19%  ||     1.11 |     1.11 |   +0%  |  0.3087 |
+| 3c      ||   533.75 |   543.98 |   +2%  ||     1.11 |     1.11 |   +0%  |  0.8079 |
+| 4a      ||   331.78 |   326.19 |   -2%  ||     1.11 |     1.11 |   +0%  |  0.8580 |
+| 4b      ||    63.77 |    64.59 |   +1%  ||     1.11 |     1.11 |   +0%  |  0.9409 |
+| 4c      ||   348.18 |   377.94 |   +9%  ||     1.11 |     1.11 |   +0%  |  0.3062 |
+| 5a      ||   256.35 |   269.92 |   +5%  ||     1.11 |     1.11 |   +0%  |  0.6479 |
+| 5b      ||   167.09 |   154.07 |   -8%  ||     1.11 |     1.11 |   +0%  |  0.5335 |
+| 5c      ||   429.00 |   355.40 |  -17%  ||     1.11 |     1.11 |   +0%  |  0.0428 |
+| 6a      ||   166.28 |   168.39 |   +1%  ||     1.11 |     1.11 |   +0%  |  0.9099 |
+| 6b      ||   215.85 |   205.48 |   -5%  ||     1.11 |     1.11 |   +0%  |  0.6013 |
+| 6c      ||   158.24 |   150.62 |   -5%  ||     1.11 |     1.11 |   +0%  |  0.7030 |
+| 6d      ||   578.65 |   610.12 |   +5%  ||     1.11 |     1.11 |   +0%  |  0.4024 |
+| 6e      ||   163.87 |   169.00 |   +3%  ||     1.11 |     1.11 |   +0%  |  0.8179 |
+| 6f      ||  1256.57 |  1276.33 |   +2%  ||     1.11 |     1.11 |   +0%  |  0.6207 |
+| 7a      ||   198.00 |   176.17 |  -11%  ||     1.11 |     1.11 |   +0%  |  0.3167 |
+| 7b      ||   178.69 |   193.96 |   +9%  ||     1.11 |     1.11 |   +0%  |  0.4618 |
+| 7c      ||  1182.53 |  1122.10 |   -5%  ||     1.11 |     1.11 |   +0%  |  0.1987 |
+| 8a      ||   234.73 |   237.21 |   +1%  ||     1.11 |     1.11 |   +0%  |  0.9186 |
+| 8b      ||   193.77 |   188.92 |   -3%  ||     1.11 |     1.11 |   +0%  |  0.8161 |
+| 8c      ||  2511.89 |  2478.03 |   -1%  ||     1.11 |     1.11 |   +0%  |  0.5122 |
+| 8d      ||   726.74 |   720.42 |   -1%  ||     1.11 |     1.11 |   +0%  |  0.8462 |
+| 9a      ||   806.16 |   742.23 |   -8%  ||     1.11 |     1.11 |   +0%  |  0.1524 |
+| 9b      ||   510.14 |   530.96 |   +4%  ||     1.11 |     1.11 |   +0%  |  0.5909 |
+| 9c      ||   746.61 |   736.32 |   -1%  ||     1.11 |     1.11 |   -0%  |  0.8151 |
+| 9d      ||  1253.06 |  1194.88 |   -5%  ||     1.11 |     1.11 |   +0%  |  0.2468 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 56956.50 | 56868.08 |   -0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +0%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_f5bdcb3c47233e058ef9792c861ed1794fca2d18_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_b1462bd925a2ddf5934cba02729cf4758d1c0176_st.json |
 +-------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                                   | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                                   |
 |  benchmark_mode         | Ordered                                                                                                          | Ordered                                                                                                          |
 |  build_type             | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes          | False                                                                                                            | False                                                                                                            |
 |  chunk_size             | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                | 1                                                                                                                | 1                                                                                                                |
 |  compiler               | clang 17.0.2                                                                                                     | clang 17.0.2                                                                                                     |
 |  cores                  | 0                                                                                                                | 0                                                                                                                |
 |  data_preparation_cores | 0                                                                                                                | 0                                                                                                                |
 |  date                   | 2024-02-27 12:30:15                                                                                              | 2024-02-27 16:35:02                                                                                              |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                          | {'default': {'encoding': 'Dictionary'}}                                                                          |
 |  max_duration           | 60000000000                                                                                                      | 60000000000                                                                                                      |
 |  max_runs               | 100                                                                                                              | 100                                                                                                              |
 |  scale_factor           | 10.0                                                                                                             | 10.0                                                                                                             |
 |  time_unit              | ns                                                                                                               | ns                                                                                                               |
 |  using_scheduler        | False                                                                                                            | False                                                                                                            |
 |  verify                 | False                                                                                                            | False                                                                                                            |
 |  warmup_duration        | 1000000000                                                                                                       | 1000000000                                                                                                       |
 +-------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   495.59 |   507.44 |   +2%˄ ||     2.02 |     1.97 |   -2%˄ |  0.0342 |
+| 1.2     ||   267.60 |   270.20 |   +1%˄ ||     3.74 |     3.70 |   -1%˄ |  0.0509 |
+| 1.3     ||   257.26 |   256.79 |   -0%˄ ||     3.89 |     3.89 |   +0%˄ |  0.6566 |
+| 2.1     ||   825.92 |   824.96 |   -0%  ||     1.21 |     1.21 |   +0%  |  0.5510 |
+| 2.2     ||   438.29 |   438.92 |   +0%˄ ||     2.28 |     2.28 |   -0%˄ |  0.1649 |
+| 2.3     ||   257.40 |   258.07 |   +0%˄ ||     3.88 |     3.87 |   -0%˄ |  0.0613 |
+| 3.1     ||  3300.02 |  3185.98 |   -3%  ||     0.30 |     0.31 |   +4%  |  0.0000 |
+| 3.2     ||   424.64 |   414.88 |   -2%˄ ||     2.35 |     2.41 |   +2%˄ |  0.0000 |
+| 3.3     ||   168.04 |   165.12 |   -2%˄ ||     5.95 |     6.06 |   +2%˄ |  0.0000 |
+| 3.4     ||   155.60 |   153.23 |   -2%˄ ||     6.43 |     6.53 |   +2%˄ |  0.0000 |
+| 4.1     ||  3665.60 |  3375.19 |   -8%  ||     0.27 |     0.30 |   +9%  |  0.0000 |
+| 4.2     ||  1095.65 |  1076.57 |   -2%  ||     0.91 |     0.93 |   +2%  |  0.0532 |
+| 4.3     ||   322.14 |   314.76 |   -2%˄ ||     3.10 |     3.18 |   +2%˄ |  0.0000 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 11673.74 | 11242.10 |   -4%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +1%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                            |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_f5bdcb3c47233e058ef9792c861ed1794fca2d18_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_b1462bd925a2ddf5934cba02729cf4758d1c0176_mt.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                                   | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                                   |
 |  benchmark_mode               | Shuffled                                                                                                         | Shuffled                                                                                                         |
 |  build_type                   | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes                | False                                                                                                            | False                                                                                                            |
 |  chunk_size                   | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                      | 64                                                                                                               | 64                                                                                                               |
 |  compiler                     | clang 17.0.2                                                                                                     | clang 17.0.2                                                                                                     |
 |  cores                        | 64                                                                                                               | 64                                                                                                               |
 |  data_preparation_cores       | 0                                                                                                                | 0                                                                                                                |
 |  date                         | 2024-02-27 12:39:43                                                                                              | 2024-02-27 16:44:26                                                                                              |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                          | {'default': {'encoding': 'Dictionary'}}                                                                          |
 |  max_duration                 | 1200000000000                                                                                                    | 1200000000000                                                                                                    |
 |  max_runs                     | -1                                                                                                               | -1                                                                                                               |
 |  scale_factor                 | 10.0                                                                                                             | 10.0                                                                                                             |
 |  time_unit                    | ns                                                                                                               | ns                                                                                                               |
 |  using_scheduler              | True                                                                                                             | True                                                                                                             |
 |  utilized_cores_per_numa_node | [64]                                                                                                             | [64]                                                                                                             |
 |  verify                       | False                                                                                                            | False                                                                                                            |
 |  warmup_duration              | 0                                                                                                                | 0                                                                                                                |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   920.13 |   918.16 |   -0%  ||     3.53 |     3.57 |   +1%  |  0.9440 |
+| 1.2     ||   504.97 |   493.93 |   -2%  ||     3.53 |     3.57 |   +1%  |  0.5342 |
+| 1.3     ||   473.41 |   459.68 |   -3%  ||     3.53 |     3.57 |   +1%  |  0.4383 |
+| 2.1     ||  2301.06 |  2254.62 |   -2%  ||     3.53 |     3.56 |   +1%  |  0.2986 |
+| 2.2     ||  1297.26 |  1243.64 |   -4%  ||     3.53 |     3.57 |   +1%  |  0.1214 |
+| 2.3     ||   411.55 |   401.53 |   -2%  ||     3.53 |     3.57 |   +1%  |  0.5305 |
+| 3.1     ||  3214.13 |  3219.95 |   +0%  ||     3.52 |     3.56 |   +1%  |  0.8856 |
+| 3.2     ||  1173.45 |  1143.50 |   -3%  ||     3.53 |     3.57 |   +1%  |  0.3206 |
+| 3.3     ||   564.01 |   578.72 |   +3%  ||     3.53 |     3.57 |   +1%  |  0.5003 |
+| 3.4     ||   584.33 |   573.07 |   -2%  ||     3.53 |     3.57 |   +1%  |  0.6231 |
+| 4.1     ||  3016.49 |  3044.47 |   +1%  ||     3.53 |     3.56 |   +1%  |  0.4899 |
+| 4.2     ||  2675.27 |  2681.49 |   +0%  ||     3.52 |     3.56 |   +1%  |  0.8942 |
+| 4.3     ||   844.90 |   819.21 |   -3%  ||     3.53 |     3.57 |   +1%  |  0.3231 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 17980.97 | 17831.97 |   -1%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +1%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

Intel

System

cx01 - click to expand
property value
Hostname cx01
CPU Intel(R) Xeon(R) Gold 5220S CPU @ 2.70GHz
Memory 178GB
numactl nodebind: 0 1
numactl membind: 0 1 2 3

Commit Info and Build Time

commit date message build time
f5bdcb3c4 13.02.2024 14:38 Improve Predicate Placement and Avoid Semi-Join Reductions (#2590) real 375.43 user 4284.91 sys 159.84
b1462bd92 26.02.2024 22:44 Revert third party to master real 390.04 user 4301.86 sys 160.97

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview----+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_f5bdcb3c47233e058ef9792c861ed1794fca2d18_st.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_b1462bd925a2ddf5934cba02729cf4758d1c0176_st.json |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                               | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                               |
 |  benchmark_mode          | Ordered                                                                                                      | Ordered                                                                                                      |
 |  build_type              | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes           | False                                                                                                        | False                                                                                                        |
 |  chunk_size              | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                 | 1                                                                                                            | 1                                                                                                            |
 |  clustering              | None                                                                                                         | None                                                                                                         |
 |  compiler                | clang 17.0.2                                                                                                 | clang 17.0.2                                                                                                 |
 |  cores                   | 0                                                                                                            | 0                                                                                                            |
 |  data_preparation_cores  | 0                                                                                                            | 0                                                                                                            |
 |  date                    | 2024-02-27 07:52:39                                                                                          | 2024-02-27 11:36:59                                                                                          |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  max_duration            | 60000000000                                                                                                  | 60000000000                                                                                                  |
 |  max_runs                | 100                                                                                                          | 100                                                                                                          |
 |  scale_factor            | 10.0                                                                                                         | 10.0                                                                                                         |
 |  time_unit               | ns                                                                                                           | ns                                                                                                           |
 |  use_prepared_statements | False                                                                                                        | False                                                                                                        |
 |  using_scheduler         | False                                                                                                        | False                                                                                                        |
 |  verify                  | False                                                                                                        | False                                                                                                        |
 |  warmup_duration         | 1000000000                                                                                                   | 1000000000                                                                                                   |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |      new |        ||      old |      new |        |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  5719.82 |  5677.18 |   -1%  ||     0.17 |     0.18 |   +1%  |  0.6311 |
+| TPC-H 02 ||    42.27 |    42.29 |   +0%˄ ||    23.65 |    23.64 |   -0%˄ |  0.9691 |
+| TPC-H 03 ||  1239.91 |  1217.89 |   -2%  ||     0.81 |     0.82 |   +2%  |  0.0139 |
+| TPC-H 04 ||  1260.66 |  1254.76 |   -0%  ||     0.79 |     0.80 |   +0%  |  0.5797 |
+| TPC-H 05 ||  1989.42 |  1984.07 |   -0%  ||     0.50 |     0.50 |   +0%  |  0.6650 |
+| TPC-H 06 ||   152.39 |   145.32 |   -5%˄ ||     6.56 |     6.88 |   +5%˄ |  0.0000 |
+| TPC-H 07 ||   741.27 |   743.62 |   +0%  ||     1.35 |     1.34 |   -0%  |  0.3775 |
+| TPC-H 08 ||   462.75 |   472.80 |   +2%˄ ||     2.16 |     2.12 |   -2%˄ |  0.0000 |
+| TPC-H 09 ||  4714.26 |  4739.63 |   +1%  ||     0.21 |     0.21 |   -1%  |  0.1223 |
+| TPC-H 10 ||  1566.35 |  1202.10 |  -23%  ||     0.64 |     0.83 |  +30%  |  0.0000 |
+| TPC-H 11 ||    56.80 |    55.44 |   -2%˄ ||    17.60 |    18.04 |   +2%˄ |  0.0000 |
+| TPC-H 12 ||   859.59 |   855.38 |   -0%  ||     1.16 |     1.17 |   +0%  |  0.0027 |
+| TPC-H 13 ||  4652.42 |  4499.79 |   -3%  ||     0.21 |     0.22 |   +3%  |  0.0000 |
+| TPC-H 14 ||   389.18 |   386.03 |   -1%˄ ||     2.57 |     2.59 |   +1%˄ |  0.0172 |
+| TPC-H 15 ||   177.32 |   167.62 |   -5%˄ ||     5.64 |     5.97 |   +6%˄ |  0.0000 |
+| TPC-H 16 ||   541.41 |   553.96 |   +2%˄ ||     1.85 |     1.81 |   -2%˄ |  0.0000 |
+| TPC-H 17 ||   200.30 |   197.93 |   -1%˄ ||     4.99 |     5.05 |   +1%˄ |  0.0000 |
+| TPC-H 18 ||  1407.24 |  1532.31 |   +9%  ||     0.71 |     0.65 |   -8%  |  0.0000 |
+| TPC-H 19 ||   191.09 |   192.67 |   +1%˄ ||     5.23 |     5.19 |   -1%˄ |  0.0608 |
+| TPC-H 20 ||   430.70 |   463.61 |   +8%˄ ||     2.32 |     2.16 |   -7%˄ |  0.0358 |
+| TPC-H 21 ||  3413.81 |  3371.47 |   -1%  ||     0.29 |     0.30 |   +1%  |  0.0447 |
+| TPC-H 22 ||   411.68 |   408.14 |   -1%˄ ||     2.43 |     2.45 |   +1%˄ |  0.0000 |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 30620.65 | 30164.02 |   -1%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |   +1%  |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+|    Notes || ˄ Execution stopped due to max runs reached                            |
++----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview----+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_f5bdcb3c47233e058ef9792c861ed1794fca2d18_st_s01.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_b1462bd925a2ddf5934cba02729cf4758d1c0176_st_s01.json |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                                   | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                                   |
 |  benchmark_mode          | Ordered                                                                                                          | Ordered                                                                                                          |
 |  build_type              | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes           | False                                                                                                            | False                                                                                                            |
 |  chunk_size              | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                 | 1                                                                                                                | 1                                                                                                                |
 |  clustering              | None                                                                                                             | None                                                                                                             |
 |  compiler                | clang 17.0.2                                                                                                     | clang 17.0.2                                                                                                     |
 |  cores                   | 0                                                                                                                | 0                                                                                                                |
 |  data_preparation_cores  | 0                                                                                                                | 0                                                                                                                |
 |  date                    | 2024-02-27 08:11:16                                                                                              | 2024-02-27 11:55:34                                                                                              |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                          | {'default': {'encoding': 'Dictionary'}}                                                                          |
 |  max_duration            | 60000000000                                                                                                      | 60000000000                                                                                                      |
 |  max_runs                | 100                                                                                                              | 100                                                                                                              |
 |  scale_factor            | 0.009999999776482582                                                                                             | 0.009999999776482582                                                                                             |
 |  time_unit               | ns                                                                                                               | ns                                                                                                               |
 |  use_prepared_statements | False                                                                                                            | False                                                                                                            |
 |  using_scheduler         | False                                                                                                            | False                                                                                                            |
 |  verify                  | False                                                                                                            | False                                                                                                            |
 |  warmup_duration         | 1000000000                                                                                                       | 1000000000                                                                                                       |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
++----------++----------+---------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |     new |        ||      old |      new |        |         |
++----------++----------+---------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||     4.96 |    4.96 |   +0%˄ ||   201.75 |   201.46 |   -0%˄ |  0.5953 |
+| TPC-H 02 ||     3.97 |    3.94 |   -1%˄ ||   251.86 |   253.95 |   +1%˄ |  0.8921 |
+| TPC-H 03 ||     0.58 |    0.57 |   -1%˄ ||  1731.22 |  1757.00 |   +1%˄ |  0.0131 |
+| TPC-H 04 ||     0.40 |    0.40 |   -1%˄ ||  2496.99 |  2514.98 |   +1%˄ |  0.0131 |
+| TPC-H 05 ||     0.97 |    0.99 |   +2%˄ ||  1030.37 |  1012.06 |   -2%˄ |  0.2861 |
+| TPC-H 06 ||     0.17 |    0.17 |   +0%˄ ||  5681.84 |  5680.68 |   -0%˄ |  0.8744 |
+| TPC-H 07 ||    11.10 |   10.91 |   -2%˄ ||    90.10 |    91.67 |   +2%˄ |  0.7618 |
+| TPC-H 08 ||    14.94 |   14.78 |   -1%˄ ||    66.95 |    67.67 |   +1%˄ |  0.7206 |
+| TPC-H 09 ||     3.90 |    3.71 |   -5%˄ ||   256.47 |   269.68 |   +5%˄ |  0.7329 |
+| TPC-H 10 ||     0.73 |    0.63 |  -14%˄ ||  1360.52 |  1587.69 |  +17%˄ |  0.0000 |
+| TPC-H 11 ||     0.20 |    0.20 |   -2%˄ ||  4887.43 |  4962.34 |   +2%˄ |  0.0682 |
+| TPC-H 12 ||     0.59 |    0.58 |   -1%˄ ||  1697.98 |  1712.41 |   +1%˄ |  0.0032 |
+| TPC-H 13 ||     1.94 |    1.96 |   +1%˄ ||   515.00 |   509.74 |   -1%˄ |  0.0014 |
+| TPC-H 14 ||     0.32 |    0.32 |   -1%˄ ||  3093.28 |  3125.40 |   +1%˄ |  0.2273 |
+| TPC-H 15 ||     1.32 |    1.31 |   -1%˄ ||   755.85 |   762.16 |   +1%˄ |  0.0002 |
+| TPC-H 16 ||     2.27 |    2.26 |   -0%˄ ||   439.90 |   441.34 |   +0%˄ |  0.1681 |
+| TPC-H 17 ||     0.62 |    0.59 |   -5%˄ ||  1606.56 |  1699.05 |   +6%˄ |  0.6671 |
+| TPC-H 18 ||     1.12 |    1.05 |   -6%˄ ||   892.15 |   948.66 |   +6%˄ |  0.0000 |
+| TPC-H 19 ||     5.80 |    5.78 |   -0%˄ ||   172.38 |   172.88 |   +0%˄ |  0.0118 |
+| TPC-H 20 ||     2.67 |    2.68 |   +0%˄ ||   373.70 |   373.47 |   -0%˄ |  0.9743 |
+| TPC-H 21 ||     1.03 |    0.97 |   -6%˄ ||   965.61 |  1031.67 |   +7%˄ |  0.0807 |
+| TPC-H 22 ||     1.21 |    1.20 |   -0%˄ ||   825.47 |   829.43 |   +0%˄ |  0.0002 |
++----------++----------+---------+--------++----------+----------+--------+---------+
+| Sum      ||    60.81 |   59.95 |   -1%  ||          |          |        |         |
+| Geomean  ||          |         |        ||          |          |   +2%  |         |
++----------++----------+---------+--------++----------+----------+--------+---------+
+|    Notes || ˄ Execution stopped due to max runs reached                           |
++----------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 9 cores, SF 10.0

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_f5bdcb3c47233e058ef9792c861ed1794fca2d18_mt_ordered.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_b1462bd925a2ddf5934cba02729cf4758d1c0176_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                                       | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                                       |
 |  benchmark_mode               | Ordered                                                                                                              | Ordered                                                                                                              |
 |  build_type                   | release                                                                                                              | release                                                                                                              |
 |  chunk_indexes                | False                                                                                                                | False                                                                                                                |
 |  chunk_size                   | 65535                                                                                                                | 65535                                                                                                                |
 |  clients                      | 1                                                                                                                    | 1                                                                                                                    |
 |  clustering                   | None                                                                                                                 | None                                                                                                                 |
 |  compiler                     | clang 17.0.2                                                                                                         | clang 17.0.2                                                                                                         |
 |  cores                        | 9                                                                                                                    | 9                                                                                                                    |
 |  data_preparation_cores       | 0                                                                                                                    | 0                                                                                                                    |
 |  date                         | 2024-02-27 08:11:44                                                                                                  | 2024-02-27 11:56:02                                                                                                  |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                              | {'default': {'encoding': 'Dictionary'}}                                                                              |
 |  max_duration                 | 60000000000                                                                                                          | 60000000000                                                                                                          |
 |  max_runs                     | -1                                                                                                                   | -1                                                                                                                   |
 |  scale_factor                 | 10.0                                                                                                                 | 10.0                                                                                                                 |
 |  time_unit                    | ns                                                                                                                   | ns                                                                                                                   |
 |  use_prepared_statements      | False                                                                                                                | False                                                                                                                |
 |  using_scheduler              | True                                                                                                                 | True                                                                                                                 |
 |  utilized_cores_per_numa_node | [9]                                                                                                                  | [9]                                                                                                                  |
 |  verify                       | False                                                                                                                | False                                                                                                                |
 |  warmup_duration              | 0                                                                                                                    | 0                                                                                                                    |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|          ||      old |      new |        ||      old |      new |        |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||  4432.23 |  4498.55 |   +1%  ||     0.22 |     0.22 |   +0%  | (run time too short) |
+| TPC-H 02 ||    25.50 |    26.12 |   +2%  ||    31.87 |    31.10 |   -2%  |               0.0025 |
+| TPC-H 03 ||   426.27 |   405.98 |   -5%  ||     2.32 |     2.42 |   +4%  |               0.0000 |
+| TPC-H 04 ||   383.78 |   397.01 |   +3%  ||     2.57 |     2.48 |   -3%  |               0.0001 |
+| TPC-H 05 ||   367.29 |   365.98 |   -0%  ||     2.68 |     2.68 |   -0%  |               0.3460 |
+| TPC-H 06 ||    41.18 |    41.07 |   -0%  ||    21.47 |    21.38 |   -0%  |               0.1021 |
+| TPC-H 07 ||   207.41 |   208.35 |   +0%  ||     4.70 |     4.67 |   -1%  |               0.3333 |
+| TPC-H 08 ||   154.08 |   155.86 |   +1%  ||     6.28 |     6.23 |   -1%  |               0.0024 |
+| TPC-H 09 ||  1395.28 |  1385.17 |   -1%  ||     0.70 |     0.72 |   +2%  | (run time too short) |
+| TPC-H 10 ||   811.71 |   391.85 |  -52%  ||     1.22 |     2.52 | +107%  |               0.0000 |
+| TPC-H 11 ||    37.93 |    39.70 |   +5%  ||    24.23 |    22.93 |   -5%  |               0.0000 |
+| TPC-H 12 ||   337.56 |   333.12 |   -1%  ||     2.90 |     2.95 |   +2%  |               0.0000 |
+| TPC-H 13 ||  2448.06 |  2363.25 |   -3%  ||     0.40 |     0.42 |   +4%  | (run time too short) |
+| TPC-H 14 ||    85.63 |    85.30 |   -0%  ||    11.00 |    11.00 |   +0%  |               0.0170 |
+| TPC-H 15 ||   116.16 |   108.59 |   -7%  ||     8.20 |     8.87 |   +8%  |               0.0000 |
+| TPC-H 16 ||   409.73 |   423.33 |   +3%  ||     2.40 |     2.32 |   -3%  |               0.0000 |
+| TPC-H 17 ||    57.49 |    57.35 |   -0%  ||    16.10 |    16.25 |   +1%  |               0.3507 |
+| TPC-H 18 ||  1957.76 |  1658.43 |  -15%  ||     0.50 |     0.60 |  +20%  | (run time too short) |
+| TPC-H 19 ||    69.20 |    68.44 |   -1%  ||    13.72 |    13.88 |   +1%  |               0.0000 |
+| TPC-H 20 ||   152.51 |   160.16 |   +5%  ||     6.33 |     6.03 |   -5%  |               0.0000 |
+| TPC-H 21 ||   684.19 |   686.85 |   +0%  ||     1.43 |     1.43 |   -0%  | (run time too short) |
+| TPC-H 22 ||   117.85 |   117.71 |   -0%  ||     8.18 |     8.20 |   +0%  |               0.5400 |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 14718.82 | 13978.16 |   -5%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +4%  |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 9 clients, 9 cores, SF 10.0

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +6%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_f5bdcb3c47233e058ef9792c861ed1794fca2d18_mt.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_b1462bd925a2ddf5934cba02729cf4758d1c0176_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                               | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                               |
 |  benchmark_mode               | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type                   | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes                | False                                                                                                        | False                                                                                                        |
 |  chunk_size                   | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                      | 9                                                                                                            | 9                                                                                                            |
 |  clustering                   | None                                                                                                         | None                                                                                                         |
 |  compiler                     | clang 17.0.2                                                                                                 | clang 17.0.2                                                                                                 |
 |  cores                        | 9                                                                                                            | 9                                                                                                            |
 |  data_preparation_cores       | 0                                                                                                            | 0                                                                                                            |
 |  date                         | 2024-02-27 08:35:26                                                                                          | 2024-02-27 12:19:43                                                                                          |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  max_duration                 | 1200000000000                                                                                                | 1200000000000                                                                                                |
 |  max_runs                     | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor                 | 10.0                                                                                                         | 10.0                                                                                                         |
 |  time_unit                    | ns                                                                                                           | ns                                                                                                           |
 |  use_prepared_statements      | False                                                                                                        | False                                                                                                        |
 |  using_scheduler              | True                                                                                                         | True                                                                                                         |
 |  utilized_cores_per_numa_node | [9]                                                                                                          | [9]                                                                                                          |
 |  verify                       | False                                                                                                        | False                                                                                                        |
 |  warmup_duration              | 0                                                                                                            | 0                                                                                                            |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |      new |        ||      old |      new |        |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6081.08 |  5811.63 |   -4%  ||     0.20 |     0.21 |   +6%  |  0.0551 |
+| TPC-H 02 ||   210.73 |   166.96 |  -21%  ||     0.20 |     0.21 |   +5%  |  0.3445 |
+| TPC-H 03 ||  2236.72 |  2258.55 |   +1%  ||     0.20 |     0.21 |   +5%  |  0.9263 |
+| TPC-H 04 ||  1725.43 |  1748.47 |   +1%  ||     0.20 |     0.21 |   +6%  |  0.9000 |
+| TPC-H 05 ||  2881.11 |  2437.64 |  -15%  ||     0.20 |     0.21 |   +6%  |  0.0497 |
+| TPC-H 06 ||   539.74 |   439.48 |  -19%  ||     0.20 |     0.21 |   +5%  |  0.3370 |
+| TPC-H 07 ||  2059.58 |  2040.65 |   -1%  ||     0.20 |     0.21 |   +5%  |  0.9430 |
+| TPC-H 08 ||  1941.57 |  1433.36 |  -26%  ||     0.20 |     0.21 |   +6%  |  0.0390 |
+| TPC-H 09 ||  4585.74 |  4250.54 |   -7%  ||     0.20 |     0.21 |   +6%  |  0.2496 |
+| TPC-H 10 ||  2495.32 |  2025.04 |  -19%  ||     0.20 |     0.21 |   +6%  |  0.0153 |
+| TPC-H 11 ||   230.38 |   396.39 |  +72%  ||     0.20 |     0.22 |   +6%  |  0.0361 |
+| TPC-H 12 ||  1940.83 |  1864.43 |   -4%  ||     0.20 |     0.21 |   +6%  |  0.7167 |
+| TPC-H 13 ||  4413.59 |  4098.33 |   -7%  ||     0.20 |     0.21 |   +5%  |  0.0359 |
+| TPC-H 14 ||   781.41 |   712.03 |   -9%  ||     0.20 |     0.21 |   +6%  |  0.6132 |
+| TPC-H 15 ||   519.01 |   467.35 |  -10%  ||     0.20 |     0.21 |   +5%  |  0.6318 |
+| TPC-H 16 ||  1096.25 |  1499.27 |  +37%  ||     0.20 |     0.22 |   +6%  |  0.0122 |
+| TPC-H 17 ||   576.30 |   470.67 |  -18%  ||     0.20 |     0.22 |   +6%  |  0.3925 |
+| TPC-H 18 ||  2647.92 |  2661.83 |   +1%  ||     0.20 |     0.21 |   +5%  |  0.8988 |
+| TPC-H 19 ||   578.01 |   836.45 |  +45%  ||     0.20 |     0.22 |   +6%  |  0.0609 |
+| TPC-H 20 ||  1381.34 |  1341.73 |   -3%  ||     0.20 |     0.22 |   +6%  |  0.8369 |
+| TPC-H 21 ||  4178.81 |  3873.26 |   -7%  ||     0.20 |     0.21 |   +6%  |  0.2726 |
+| TPC-H 22 ||   761.39 |   785.18 |   +3%  ||     0.20 |     0.21 |   +6%  |  0.8512 |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 43862.26 | 41619.22 |   -5%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |   +6%  |         |
++----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: +8% || Geometric mean of throughput changes: -3%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCDS_f5bdcb3c47233e058ef9792c861ed1794fca2d18_st.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCDS_b1462bd925a2ddf5934cba02729cf4758d1c0176_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                                | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                                |
 |  benchmark_mode         | Ordered                                                                                                       | Ordered                                                                                                       |
 |  build_type             | release                                                                                                       | release                                                                                                       |
 |  chunk_indexes          | False                                                                                                         | False                                                                                                         |
 |  chunk_size             | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                | 1                                                                                                             | 1                                                                                                             |
 |  compiler               | clang 17.0.2                                                                                                  | clang 17.0.2                                                                                                  |
 |  cores                  | 0                                                                                                             | 0                                                                                                             |
 |  data_preparation_cores | 0                                                                                                             | 0                                                                                                             |
 |  date                   | 2024-02-27 08:57:02                                                                                           | 2024-02-27 12:41:25                                                                                           |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                       | {'default': {'encoding': 'Dictionary'}}                                                                       |
 |  max_duration           | 60000000000                                                                                                   | 60000000000                                                                                                   |
 |  max_runs               | 100                                                                                                           | 100                                                                                                           |
 |  time_unit              | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler        | False                                                                                                         | False                                                                                                         |
 |  verify                 | False                                                                                                         | False                                                                                                         |
 |  warmup_duration        | 1000000000                                                                                                    | 1000000000                                                                                                    |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   219.17 |   228.82 |   +4%˄ ||     4.56 |     4.37 |   -4%˄ |  0.0000 |
+| 03      ||    64.63 |    64.74 |   +0%˄ ||    15.47 |    15.44 |   -0%˄ |  0.4175 |
+| 06      ||   177.99 |   179.23 |   +1%˄ ||     5.62 |     5.58 |   -1%˄ |  0.0000 |
+| 07      ||   270.27 |   269.86 |   -0%˄ ||     3.70 |     3.71 |   +0%˄ |  0.6949 |
+| 09      ||   623.14 |   622.87 |   -0%  ||     1.60 |     1.61 |   +0%  |  0.9123 |
+| 10      ||   125.55 |   127.39 |   +1%˄ ||     7.96 |     7.85 |   -1%˄ |  0.0000 |
+| 13      ||   467.08 |   473.00 |   +1%˄ ||     2.14 |     2.11 |   -1%˄ |  0.0004 |
+| 15      ||   107.60 |   106.95 |   -1%˄ ||     9.29 |     9.35 |   +1%˄ |  0.0001 |
+| 16      ||    62.52 |    62.41 |   -0%˄ ||    15.99 |    16.02 |   +0%˄ |  0.2188 |
+| 17      ||   297.46 |   297.71 |   +0%˄ ||     3.36 |     3.36 |   -0%˄ |  0.6278 |
+| 19      ||   100.13 |   102.41 |   +2%˄ ||     9.99 |     9.76 |   -2%˄ |  0.0000 |
+| 25      ||   158.64 |   162.32 |   +2%˄ ||     6.30 |     6.16 |   -2%˄ |  0.0000 |
+| 26      ||   126.96 |   128.72 |   +1%˄ ||     7.88 |     7.77 |   -1%˄ |  0.0000 |
+| 28      ||   593.60 |   612.13 |   +3%˄ ||     1.68 |     1.63 |   -3%˄ |  0.0000 |
+| 29      ||   444.37 |   463.09 |   +4%˄ ||     2.25 |     2.16 |   -4%˄ |  0.0000 |
+| 31      ||  1256.65 |  1261.63 |   +0%  ||     0.80 |     0.79 |   -0%  |  0.0131 |
+| 32      ||    34.11 |    34.67 |   +2%˄ ||    29.32 |    28.84 |   -2%˄ |  0.0000 |
+| 34      ||   152.59 |   149.74 |   -2%˄ ||     6.55 |     6.68 |   +2%˄ |  0.0000 |
+| 35      ||   600.69 |   620.46 |   +3%˄ ||     1.66 |     1.61 |   -3%˄ |  0.0000 |
+| 37      ||   461.66 |   442.45 |   -4%˄ ||     2.17 |     2.26 |   +4%˄ |  0.0007 |
+| 39a     ||  1513.19 |  1521.69 |   +1%  ||     0.66 |     0.66 |   -1%  |  0.0497 |
+| 39b     ||  1503.04 |  1528.22 |   +2%  ||     0.67 |     0.65 |   -2%  |  0.0000 |
+| 41      ||   274.62 |   279.02 |   +2%˄ ||     3.64 |     3.58 |   -2%˄ |  0.0000 |
+| 42      ||    80.30 |    82.56 |   +3%˄ ||    12.45 |    12.11 |   -3%˄ |  0.0000 |
+| 43      ||   866.18 |   873.95 |   +1%  ||     1.15 |     1.14 |   -1%  |  0.0010 |
+| 45      ||   112.29 |   118.93 |   +6%˄ ||     8.91 |     8.41 |   -6%˄ |  0.0000 |
+| 48      ||  1008.02 |  1042.39 |   +3%  ||     0.99 |     0.96 |   -3%  |  0.0000 |
+| 50      ||   114.98 |   119.01 |   +4%˄ ||     8.70 |     8.40 |   -3%˄ |  0.0000 |
+| 52      ||    78.84 |    82.45 |   +5%˄ ||    12.68 |    12.13 |   -4%˄ |  0.0000 |
+| 55      ||    75.35 |    77.50 |   +3%˄ ||    13.27 |    12.90 |   -3%˄ |  0.0000 |
+| 62      ||   536.13 |   544.91 |   +2%˄ ||     1.87 |     1.84 |   -2%˄ |  0.0000 |
+| 65      ||  1606.19 |  1791.55 |  +12%  ||     0.62 |     0.56 |  -10%  |  0.0000 |
+| 69      ||   134.52 |   141.50 |   +5%˄ ||     7.43 |     7.07 |   -5%˄ |  0.0000 |
+| 73      ||    76.57 |    77.80 |   +2%˄ ||    13.06 |    12.85 |   -2%˄ |  0.0000 |
+| 79      ||   443.69 |   457.53 |   +3%˄ ||     2.25 |     2.19 |   -3%˄ |  0.0000 |
+| 81      ||   152.30 |   159.66 |   +5%˄ ||     6.57 |     6.26 |   -5%˄ |  0.0000 |
+| 82      ||   495.06 |   498.09 |   +1%˄ ||     2.02 |     2.01 |   -1%˄ |  0.6420 |
+| 83      ||    41.63 |    41.40 |   -1%˄ ||    24.02 |    24.15 |   +1%˄ |  0.7698 |
+| 85      ||   148.10 |   151.36 |   +2%˄ ||     6.75 |     6.61 |   -2%˄ |  0.0016 |
+| 88      ||   606.11 |   620.81 |   +2%  ||     1.65 |     1.61 |   -2%  |  0.0000 |
+| 91      ||    15.54 |    15.77 |   +1%˄ ||    64.34 |    63.40 |   -1%˄ |  0.0000 |
+| 92      ||    34.30 |    36.18 |   +5%˄ ||    29.15 |    27.63 |   -5%˄ |  0.0000 |
+| 93      ||  3548.71 |  3756.86 |   +6%  ||     0.28 |     0.27 |   -6%  |  0.0000 |
+| 94      ||    39.45 |    40.51 |   +3%˄ ||    25.34 |    24.68 |   -3%˄ |  0.0000 |
+| 95      ||  4587.61 |  4527.96 |   -1%  ||     0.22 |     0.22 |   +1%  |  0.4203 |
+| 96      ||    57.76 |    59.41 |   +3%˄ ||    17.31 |    16.83 |   -3%˄ |  0.0004 |
+| 97      ||  2517.26 |  4087.27 |  +62%  ||     0.40 |     0.24 |  -38%  |  0.0000 |
+| 99      ||  1009.51 |  1014.01 |   +0%  ||     0.99 |     0.99 |   -0%  |  0.0004 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 28022.09 | 30158.92 |   +8%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -3%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                            |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 9 clients, 9 cores

Sum of avg. item runtimes: +4% || Geometric mean of throughput changes: -4%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCDS_f5bdcb3c47233e058ef9792c861ed1794fca2d18_mt.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCDS_b1462bd925a2ddf5934cba02729cf4758d1c0176_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                                | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                                |
 |  benchmark_mode               | Shuffled                                                                                                      | Shuffled                                                                                                      |
 |  build_type                   | release                                                                                                       | release                                                                                                       |
 |  chunk_indexes                | False                                                                                                         | False                                                                                                         |
 |  chunk_size                   | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                      | 9                                                                                                             | 9                                                                                                             |
 |  compiler                     | clang 17.0.2                                                                                                  | clang 17.0.2                                                                                                  |
 |  cores                        | 9                                                                                                             | 9                                                                                                             |
 |  data_preparation_cores       | 0                                                                                                             | 0                                                                                                             |
 |  date                         | 2024-02-27 09:22:56                                                                                           | 2024-02-27 13:07:33                                                                                           |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                       | {'default': {'encoding': 'Dictionary'}}                                                                       |
 |  max_duration                 | 1200000000000                                                                                                 | 1200000000000                                                                                                 |
 |  max_runs                     | -1                                                                                                            | -1                                                                                                            |
 |  time_unit                    | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler              | True                                                                                                          | True                                                                                                          |
 |  utilized_cores_per_numa_node | [9]                                                                                                           | [9]                                                                                                           |
 |  verify                       | False                                                                                                         | False                                                                                                         |
 |  warmup_duration              | 0                                                                                                             | 0                                                                                                             |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   489.19 |   520.86 |   +6%  ||     0.22 |     0.21 |   -4%  |  0.5892 |
+| 03      ||   164.01 |   222.99 |  +36%  ||     0.21 |     0.21 |   -4%  |  0.1202 |
+| 06      ||   542.92 |   581.76 |   +7%  ||     0.21 |     0.21 |   -4%  |  0.5746 |
+| 07      ||   693.15 |   710.78 |   +3%  ||     0.21 |     0.21 |   -4%  |  0.8187 |
+| 09      ||   518.96 |   571.20 |  +10%  ||     0.21 |     0.21 |   -4%  |  0.4255 |
+| 10      ||   442.80 |   498.26 |  +13%  ||     0.21 |     0.21 |   -4%  |  0.4830 |
+| 13      ||  1153.03 |  1300.10 |  +13%  ||     0.21 |     0.21 |   -4%  |  0.1737 |
+| 15      ||   325.22 |   327.25 |   +1%  ||     0.21 |     0.21 |   -4%  |  0.9756 |
+| 16      ||   283.98 |   319.10 |  +12%  ||     0.21 |     0.21 |   -4%  |  0.5792 |
+| 17      ||   704.70 |   766.91 |   +9%  ||     0.21 |     0.21 |   -4%  |  0.4640 |
+| 19      ||   450.26 |   423.81 |   -6%  ||     0.21 |     0.21 |   -4%  |  0.7188 |
+| 25      ||   563.33 |   647.56 |  +15%  ||     0.21 |     0.21 |   -4%  |  0.3787 |
+| 26      ||   335.83 |   399.59 |  +19%  ||     0.21 |     0.21 |   -4%  |  0.2861 |
+| 28      ||   987.63 |   919.80 |   -7%  ||     0.21 |     0.21 |   -4%  |  0.5021 |
+| 29      ||  1010.13 |   894.08 |  -11%  ||     0.21 |     0.21 |   -4%  |  0.1712 |
+| 31      ||  1555.31 |  1603.36 |   +3%  ||     0.21 |     0.21 |   -4%  |  0.6943 |
+| 32      ||   128.68 |   119.77 |   -7%  ||     0.21 |     0.21 |   -4%  |  0.7247 |
+| 34      ||   627.36 |   740.94 |  +18%  ||     0.21 |     0.21 |   -4%  |  0.2991 |
+| 35      ||  1408.18 |  1360.01 |   -3%  ||     0.21 |     0.21 |   -4%  |  0.6935 |
+| 37      ||   803.35 |   781.13 |   -3%  ||     0.21 |     0.21 |   -4%  |  0.8153 |
+| 39a     ||  1765.32 |  1924.67 |   +9%  ||     0.21 |     0.21 |   -4%  |  0.1086 |
+| 39b     ||  1619.38 |  1705.67 |   +5%  ||     0.21 |     0.21 |   -4%  |  0.3609 |
+| 41      ||  2082.78 |  1925.89 |   -8%  ||     0.21 |     0.21 |   -4%  |  0.3187 |
+| 42      ||   302.04 |   313.61 |   +4%  ||     0.21 |     0.21 |   -4%  |  0.8232 |
+| 43      ||  1243.96 |  1451.44 |  +17%  ||     0.21 |     0.21 |   -4%  |  0.0467 |
+| 45      ||   457.16 |   442.17 |   -3%  ||     0.21 |     0.21 |   -4%  |  0.8386 |
+| 48      ||  1658.44 |  1688.85 |   +2%  ||     0.21 |     0.21 |   -4%  |  0.8041 |
+| 50      ||   587.60 |   726.66 |  +24%  ||     0.21 |     0.21 |   -4%  |  0.1316 |
+| 52      ||   373.17 |   275.10 |  -26%  ||     0.21 |     0.21 |   -3%  |  0.1081 |
+| 55      ||   345.11 |   339.62 |   -2%  ||     0.21 |     0.21 |   -4%  |  0.9339 |
+| 62      ||   822.01 |   858.81 |   +4%  ||     0.21 |     0.21 |   -4%  |  0.6178 |
+| 65      ||  2593.36 |  2799.06 |   +8%  ||     0.21 |     0.21 |   -4%  |  0.0096 |
+| 69      ||   516.34 |   578.38 |  +12%  ||     0.21 |     0.21 |   -4%  |  0.4063 |
+| 73      ||   364.45 |   317.08 |  -13%  ||     0.21 |     0.21 |   -4%  |  0.4329 |
+| 79      ||  1017.38 |  1035.98 |   +2%  ||     0.21 |     0.21 |   -3%  |  0.8216 |
+| 81      ||   397.52 |   400.29 |   +1%  ||     0.21 |     0.21 |   -4%  |  0.9568 |
+| 82      ||   941.59 |   855.03 |   -9%  ||     0.21 |     0.21 |   -4%  |  0.4150 |
+| 83      ||   191.72 |   205.34 |   +7%  ||     0.21 |     0.21 |   -4%  |  0.7774 |
+| 85      ||   577.54 |   507.73 |  -12%  ||     0.21 |     0.21 |   -4%  |  0.4149 |
+| 88      ||  1355.17 |  1399.76 |   +3%  ||     0.21 |     0.21 |   -4%  |  0.7476 |
+| 91      ||   126.13 |   104.48 |  -17%  ||     0.21 |     0.21 |   -4%  |  0.6161 |
+| 92      ||   147.72 |   198.62 |  +34%  ||     0.21 |     0.21 |   -4%  |  0.2253 |
+| 93      ||  2023.16 |  2087.12 |   +3%  ||     0.21 |     0.21 |   -4%  |  0.6342 |
+| 94      ||   216.51 |   321.26 |  +48%  ||     0.21 |     0.21 |   -4%  |  0.1135 |
+| 95      ||  2306.82 |  2282.99 |   -1%  ||     0.21 |     0.21 |   -4%  |  0.8414 |
+| 96      ||   263.35 |   256.20 |   -3%  ||     0.21 |     0.21 |   -4%  |  0.8830 |
+| 97      ||  2838.78 |  3117.27 |  +10%  ||     0.21 |     0.21 |   -4%  |  0.0157 |
+| 99      ||  1124.64 |  1249.31 |  +11%  ||     0.21 |     0.21 |   -4%  |  0.1348 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 41447.17 | 43077.62 |   +4%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -4%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: -3%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCC_f5bdcb3c47233e058ef9792c861ed1794fca2d18_st.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCC_b1462bd925a2ddf5934cba02729cf4758d1c0176_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                               | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                               |
 |  benchmark_mode         | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type             | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes          | False                                                                                                        | False                                                                                                        |
 |  chunk_size             | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                | 1                                                                                                            | 1                                                                                                            |
 |  compiler               | clang 17.0.2                                                                                                 | clang 17.0.2                                                                                                 |
 |  cores                  | 0                                                                                                            | 0                                                                                                            |
 |  data_preparation_cores | 0                                                                                                            | 0                                                                                                            |
 |  date                   | 2024-02-27 09:43:17                                                                                          | 2024-02-27 13:28:00                                                                                          |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  max_duration           | 60000000000                                                                                                  | 60000000000                                                                                                  |
 |  max_runs               | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor           | 10                                                                                                           | 10                                                                                                           |
 |  time_unit              | ns                                                                                                           | ns                                                                                                           |
 |  using_scheduler        | False                                                                                                        | False                                                                                                        |
 |  verify                 | False                                                                                                        | False                                                                                                        |
 |  warmup_duration        | 0                                                                                                            | 0                                                                                                            |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
+|              ||      old |     new |        ||      old |      new |        |                      |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Delivery     ||    57.48 |   58.08 |   +1%  ||     1.70 |     1.65 |   -3%  | (run time too short) |
+| New-Order    ||    40.12 |   41.83 |   +4%  ||    19.03 |    18.35 |   -4%  |               0.0013 |
+| Order-Status ||     1.92 |    1.98 |   +3%  ||     1.68 |     1.62 |   -4%  | (run time too short) |
+| Payment      ||     7.12 |    7.24 |   +2%  ||    18.12 |    17.52 |   -3%  |               0.0023 |
+| Stock-Level  ||     3.34 |    3.51 |   +5%  ||     1.68 |     1.65 |   -2%  | (run time too short) |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum          ||   109.98 |  112.64 |   +2%  ||          |          |        |                      |
+| Geomean      ||          |         |        ||          |          |   -3%  |                      |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 9 clients, 9 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCC_f5bdcb3c47233e058ef9792c861ed1794fca2d18_mt.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCC_b1462bd925a2ddf5934cba02729cf4758d1c0176_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                               | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                               |
 |  benchmark_mode               | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type                   | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes                | False                                                                                                        | False                                                                                                        |
 |  chunk_size                   | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                      | 9                                                                                                            | 9                                                                                                            |
 |  compiler                     | clang 17.0.2                                                                                                 | clang 17.0.2                                                                                                 |
 |  cores                        | 9                                                                                                            | 9                                                                                                            |
 |  data_preparation_cores       | 0                                                                                                            | 0                                                                                                            |
 |  date                         | 2024-02-27 09:44:24                                                                                          | 2024-02-27 13:29:06                                                                                          |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  max_duration                 | 1200000000000                                                                                                | 1200000000000                                                                                                |
 |  max_runs                     | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor                 | 10                                                                                                           | 10                                                                                                           |
 |  time_unit                    | ns                                                                                                           | ns                                                                                                           |
 |  using_scheduler              | True                                                                                                         | True                                                                                                         |
 |  utilized_cores_per_numa_node | [9]                                                                                                          | [9]                                                                                                          |
 |  verify                       | False                                                                                                        | False                                                                                                        |
 |  warmup_duration              | 0                                                                                                            | 0                                                                                                            |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|              ||      old |     new |        ||      old |      new |        |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||   100.44 |  100.62 |   +0%  ||     8.31 |     8.34 |   +0%  |  0.6793 |
+|    unsucc.:  ||     1.58 |    0.73 |  -54%  ||     0.55 |     0.54 |   -1%  |         |
+| New-Order    ||    62.19 |   61.99 |   -0%  ||    93.28 |    93.55 |   +0%  |  0.0475 |
+|    unsucc.:  ||     3.72 |    4.31 |  +16%  ||     6.33 |     6.35 |   +0%  |         |
+| Order-Status ||     3.69 |    3.68 |   -0%  ||     8.85 |     8.88 |   +0%  |  0.7392 |
+| Payment      ||    11.61 |   11.56 |   -0%  ||    81.44 |    81.61 |   +0%  |  0.1058 |
+|    unsucc.:  ||     1.71 |    1.71 |   +0%  ||    13.74 |    13.85 |   +1%  |         |
+| Stock-Level  ||     5.96 |    5.97 |   +0%  ||     8.85 |     8.88 |   +0%  |  0.7991 |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Sum          ||   183.89 |  183.81 |   -0%  ||          |          |        |         |
+| Geomean      ||          |         |        ||          |          |   +0%  |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkJoinOrder_f5bdcb3c47233e058ef9792c861ed1794fca2d18_st.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkJoinOrder_b1462bd925a2ddf5934cba02729cf4758d1c0176_st.json |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                                    | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                                    |
 |  benchmark_mode         | Ordered                                                                                                           | Ordered                                                                                                           |
 |  build_type             | release                                                                                                           | release                                                                                                           |
 |  chunk_indexes          | False                                                                                                             | False                                                                                                             |
 |  chunk_size             | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                | 1                                                                                                                 | 1                                                                                                                 |
 |  compiler               | clang 17.0.2                                                                                                      | clang 17.0.2                                                                                                      |
 |  cores                  | 0                                                                                                                 | 0                                                                                                                 |
 |  data_preparation_cores | 0                                                                                                                 | 0                                                                                                                 |
 |  date                   | 2024-02-27 10:04:31                                                                                               | 2024-02-27 13:49:14                                                                                               |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                           |
 |  max_duration           | 60000000000                                                                                                       | 60000000000                                                                                                       |
 |  max_runs               | 100                                                                                                               | 100                                                                                                               |
 |  time_unit              | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler        | False                                                                                                             | False                                                                                                             |
 |  verify                 | False                                                                                                             | False                                                                                                             |
 |  warmup_duration        | 1000000000                                                                                                        | 1000000000                                                                                                        |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   104.08 |   105.94 |   +2%˄ ||     9.61 |     9.44 |   -2%˄ |  0.0000 |
+| 10b     ||    64.05 |    63.60 |   -1%˄ ||    15.61 |    15.72 |   +1%˄ |  0.0019 |
+| 10c     ||   323.19 |   334.07 |   +3%˄ ||     3.09 |     2.99 |   -3%˄ |  0.0000 |
+| 11a     ||    86.78 |    90.92 |   +5%˄ ||    11.52 |    11.00 |   -5%˄ |  0.0000 |
+| 11b     ||    84.57 |    86.10 |   +2%˄ ||    11.82 |    11.61 |   -2%˄ |  0.0000 |
+| 11c     ||    20.48 |    20.78 |   +1%˄ ||    48.83 |    48.12 |   -1%˄ |  0.0000 |
+| 11d     ||    22.41 |    22.72 |   +1%˄ ||    44.61 |    44.01 |   -1%˄ |  0.0000 |
+| 12a     ||    29.35 |    29.77 |   +1%˄ ||    34.06 |    33.59 |   -1%˄ |  0.0000 |
+| 12b     ||    28.16 |    28.53 |   +1%˄ ||    35.51 |    35.05 |   -1%˄ |  0.0000 |
+| 12c     ||    64.41 |    65.89 |   +2%˄ ||    15.53 |    15.17 |   -2%˄ |  0.0000 |
+| 13a     ||   175.16 |   177.56 |   +1%˄ ||     5.71 |     5.63 |   -1%˄ |  0.0000 |
+| 13b     ||   217.13 |   220.52 |   +2%˄ ||     4.61 |     4.53 |   -2%˄ |  0.0000 |
+| 13c     ||   182.54 |   184.73 |   +1%˄ ||     5.48 |     5.41 |   -1%˄ |  0.0000 |
+| 13d     ||   478.02 |   483.33 |   +1%˄ ||     2.09 |     2.07 |   -1%˄ |  0.0000 |
+| 14a     ||    94.68 |    97.23 |   +3%˄ ||    10.56 |    10.28 |   -3%˄ |  0.0000 |
+| 14b     ||   106.71 |   108.89 |   +2%˄ ||     9.37 |     9.18 |   -2%˄ |  0.0000 |
+| 14c     ||   197.98 |   202.61 |   +2%˄ ||     5.05 |     4.94 |   -2%˄ |  0.0000 |
+| 15a     ||    50.81 |    51.87 |   +2%˄ ||    19.68 |    19.28 |   -2%˄ |  0.0000 |
+| 15b     ||    52.42 |    53.55 |   +2%˄ ||    19.08 |    18.67 |   -2%˄ |  0.0000 |
+| 15c     ||    42.19 |    42.83 |   +2%˄ ||    23.70 |    23.34 |   -1%˄ |  0.0000 |
+| 15d     ||    38.17 |    38.95 |   +2%˄ ||    26.19 |    25.67 |   -2%˄ |  0.0000 |
+| 16a     ||  1229.15 |  1266.18 |   +3%  ||     0.81 |     0.79 |   -3%  |  0.0000 |
+| 16b     ||  2234.13 |  2295.88 |   +3%  ||     0.45 |     0.44 |   -3%  |  0.0000 |
+| 16c     ||  1376.01 |  1410.53 |   +3%  ||     0.73 |     0.71 |   -2%  |  0.0000 |
+| 16d     ||  1351.94 |  1375.67 |   +2%  ||     0.74 |     0.73 |   -2%  |  0.0000 |
+| 17a     ||   408.87 |   420.99 |   +3%˄ ||     2.45 |     2.38 |   -3%˄ |  0.0000 |
+| 17b     ||   326.14 |   336.36 |   +3%˄ ||     3.07 |     2.97 |   -3%˄ |  0.0000 |
+| 17c     ||   309.61 |   318.66 |   +3%˄ ||     3.23 |     3.14 |   -3%˄ |  0.0000 |
+| 17d     ||   378.31 |   389.88 |   +3%˄ ||     2.64 |     2.56 |   -3%˄ |  0.0000 |
+| 17e     ||  1398.83 |  1440.78 |   +3%  ||     0.71 |     0.69 |   -3%  |  0.0000 |
+| 17f     ||   815.86 |   836.15 |   +2%  ||     1.23 |     1.20 |   -2%  |  0.0000 |
+| 18a     ||   129.76 |   132.53 |   +2%˄ ||     7.71 |     7.55 |   -2%˄ |  0.0000 |
+| 18b     ||    98.81 |   101.80 |   +3%˄ ||    10.12 |     9.82 |   -3%˄ |  0.0000 |
+| 18c     ||   194.41 |   199.37 |   +3%˄ ||     5.14 |     5.02 |   -2%˄ |  0.0000 |
+| 19a     ||   204.09 |   209.49 |   +3%˄ ||     4.90 |     4.77 |   -3%˄ |  0.0000 |
+| 19b     ||   169.57 |   174.63 |   +3%˄ ||     5.90 |     5.73 |   -3%˄ |  0.0000 |
+| 19c     ||   247.34 |   251.96 |   +2%˄ ||     4.04 |     3.97 |   -2%˄ |  0.0000 |
+| 19d     ||   603.41 |   609.13 |   +1%˄ ||     1.66 |     1.64 |   -1%˄ |  0.0000 |
+| 1a      ||    10.36 |    10.54 |   +2%˄ ||    96.49 |    94.84 |   -2%˄ |  0.0000 |
+| 1b      ||    13.00 |    13.21 |   +2%˄ ||    76.91 |    75.67 |   -2%˄ |  0.0000 |
+| 1c      ||    14.04 |    14.34 |   +2%˄ ||    71.22 |    69.72 |   -2%˄ |  0.0000 |
+| 1d      ||     9.72 |     9.88 |   +2%˄ ||   102.81 |   101.15 |   -2%˄ |  0.0000 |
+| 20a     ||   542.03 |   564.15 |   +4%˄ ||     1.84 |     1.77 |   -4%˄ |  0.0000 |
+| 20b     ||   579.63 |   597.71 |   +3%˄ ||     1.73 |     1.67 |   -3%˄ |  0.0000 |
+| 20c     ||   349.16 |   359.55 |   +3%˄ ||     2.86 |     2.78 |   -3%˄ |  0.0000 |
+| 21a     ||    99.66 |   100.71 |   +1%˄ ||    10.03 |     9.93 |   -1%˄ |  0.0000 |
+| 21b     ||    91.62 |    92.62 |   +1%˄ ||    10.91 |    10.80 |   -1%˄ |  0.0000 |
+| 21c     ||   101.17 |   102.38 |   +1%˄ ||     9.88 |     9.77 |   -1%˄ |  0.0000 |
+| 22a     ||   162.42 |   166.62 |   +3%˄ ||     6.16 |     6.00 |   -3%˄ |  0.0000 |
+| 22b     ||   146.94 |   150.54 |   +2%˄ ||     6.81 |     6.64 |   -2%˄ |  0.0000 |
+| 22c     ||   221.68 |   227.03 |   +2%˄ ||     4.51 |     4.40 |   -2%˄ |  0.0000 |
+| 22d     ||   345.19 |   355.00 |   +3%˄ ||     2.90 |     2.82 |   -3%˄ |  0.0000 |
+| 23a     ||    45.69 |    46.61 |   +2%˄ ||    21.88 |    21.45 |   -2%˄ |  0.0000 |
+| 23b     ||    50.98 |    52.29 |   +3%˄ ||    19.61 |    19.12 |   -3%˄ |  0.0000 |
+| 23c     ||    49.14 |    50.13 |   +2%˄ ||    20.35 |    19.95 |   -2%˄ |  0.0000 |
+| 24a     ||   196.84 |   200.97 |   +2%˄ ||     5.08 |     4.98 |   -2%˄ |  0.0000 |
+| 24b     ||   189.60 |   193.71 |   +2%˄ ||     5.27 |     5.16 |   -2%˄ |  0.0000 |
+| 25a     ||   103.80 |   106.40 |   +2%˄ ||     9.63 |     9.40 |   -2%˄ |  0.0000 |
+| 25b     ||    64.59 |    65.94 |   +2%˄ ||    15.48 |    15.16 |   -2%˄ |  0.0000 |
+| 25c     ||   245.75 |   251.37 |   +2%˄ ||     4.07 |     3.98 |   -2%˄ |  0.0000 |
+| 26a     ||   160.20 |   163.79 |   +2%˄ ||     6.24 |     6.11 |   -2%˄ |  0.0000 |
+| 26b     ||   129.13 |   131.67 |   +2%˄ ||     7.74 |     7.59 |   -2%˄ |  0.0000 |
+| 26c     ||   283.82 |   292.16 |   +3%˄ ||     3.52 |     3.42 |   -3%˄ |  0.0000 |
+| 27a     ||    94.41 |    96.20 |   +2%˄ ||    10.59 |    10.39 |   -2%˄ |  0.0000 |
+| 27b     ||    87.62 |    89.07 |   +2%˄ ||    11.41 |    11.23 |   -2%˄ |  0.0000 |
+| 27c     ||   100.98 |   102.62 |   +2%˄ ||     9.90 |     9.74 |   -2%˄ |  0.0000 |
+| 28a     ||   202.13 |   205.88 |   +2%˄ ||     4.95 |     4.86 |   -2%˄ |  0.0000 |
+| 28b     ||    62.45 |    64.28 |   +3%˄ ||    16.01 |    15.55 |   -3%˄ |  0.0000 |
+| 28c     ||   163.55 |   168.08 |   +3%˄ ||     6.11 |     5.95 |   -3%˄ |  0.0000 |
+| 29a     ||   163.22 |   166.68 |   +2%˄ ||     6.13 |     6.00 |   -2%˄ |  0.0000 |
+| 29b     ||   730.40 |   735.84 |   +1%  ||     1.37 |     1.36 |   -1%  |  0.0000 |
+| 29c     ||   197.29 |   201.04 |   +2%˄ ||     5.07 |     4.97 |   -2%˄ |  0.0000 |
+| 2a      ||    26.98 |    27.59 |   +2%˄ ||    37.05 |    36.25 |   -2%˄ |  0.0000 |
+| 2b      ||    25.06 |    25.70 |   +3%˄ ||    39.90 |    38.91 |   -2%˄ |  0.0000 |
+| 2c      ||    21.49 |    21.89 |   +2%˄ ||    46.53 |    45.68 |   -2%˄ |  0.0000 |
+| 2d      ||    55.57 |    57.00 |   +3%˄ ||    17.99 |    17.54 |   -3%˄ |  0.0000 |
+| 30a     ||    92.23 |    94.30 |   +2%˄ ||    10.84 |    10.60 |   -2%˄ |  0.0000 |
+| 30b     ||    96.17 |    99.18 |   +3%˄ ||    10.40 |    10.08 |   -3%˄ |  0.0000 |
+| 30c     ||   160.91 |   164.09 |   +2%˄ ||     6.21 |     6.09 |   -2%˄ |  0.0000 |
+| 31a     ||    79.52 |    81.34 |   +2%˄ ||    12.57 |    12.29 |   -2%˄ |  0.0000 |
+| 31b     ||    79.06 |    80.81 |   +2%˄ ||    12.65 |    12.37 |   -2%˄ |  0.0000 |
+| 31c     ||    89.73 |    91.58 |   +2%˄ ||    11.14 |    10.92 |   -2%˄ |  0.0000 |
+| 32a     ||    15.38 |    15.62 |   +2%˄ ||    65.01 |    63.99 |   -2%˄ |  0.0000 |
+| 32b     ||    34.69 |    35.56 |   +3%˄ ||    28.83 |    28.12 |   -2%˄ |  0.0000 |
+| 33a     ||    34.53 |    35.18 |   +2%˄ ||    28.96 |    28.43 |   -2%˄ |  0.0000 |
+| 33b     ||    22.59 |    22.75 |   +1%˄ ||    44.25 |    43.96 |   -1%˄ |  0.0000 |
+| 33c     ||    40.83 |    41.55 |   +2%˄ ||    24.49 |    24.06 |   -2%˄ |  0.0000 |
+| 3a      ||    59.56 |    61.44 |   +3%˄ ||    16.79 |    16.27 |   -3%˄ |  0.0000 |
+| 3b      ||    16.04 |    16.34 |   +2%˄ ||    62.32 |    61.19 |   -2%˄ |  0.0000 |
+| 3c      ||   222.06 |   223.95 |   +1%˄ ||     4.50 |     4.47 |   -1%˄ |  0.0064 |
+| 4a      ||   132.23 |   135.23 |   +2%˄ ||     7.56 |     7.39 |   -2%˄ |  0.0000 |
+| 4b      ||    15.34 |    15.62 |   +2%˄ ||    65.17 |    64.01 |   -2%˄ |  0.0000 |
+| 4c      ||   189.77 |   189.13 |   -0%˄ ||     5.27 |     5.29 |   +0%˄ |  0.1395 |
+| 5a      ||    43.09 |    44.34 |   +3%˄ ||    23.21 |    22.55 |   -3%˄ |  0.0000 |
+| 5b      ||    47.19 |    48.51 |   +3%˄ ||    21.19 |    20.61 |   -3%˄ |  0.0000 |
+| 5c      ||    84.94 |    87.45 |   +3%˄ ||    11.77 |    11.44 |   -3%˄ |  0.0000 |
+| 6a      ||   148.43 |   150.97 |   +2%˄ ||     6.74 |     6.62 |   -2%˄ |  0.0000 |
+| 6b      ||   160.37 |   163.75 |   +2%˄ ||     6.24 |     6.11 |   -2%˄ |  0.0000 |
+| 6c      ||   140.65 |   143.32 |   +2%˄ ||     7.11 |     6.98 |   -2%˄ |  0.0000 |
+| 6d      ||   343.64 |   350.66 |   +2%˄ ||     2.91 |     2.85 |   -2%˄ |  0.0000 |
+| 6e      ||   147.70 |   149.76 |   +1%˄ ||     6.77 |     6.68 |   -1%˄ |  0.0000 |
+| 6f      ||   621.65 |   633.92 |   +2%  ||     1.61 |     1.58 |   -2%  |  0.0000 |
+| 7a      ||    85.35 |    86.87 |   +2%˄ ||    11.72 |    11.51 |   -2%˄ |  0.0000 |
+| 7b      ||    78.72 |    80.14 |   +2%˄ ||    12.70 |    12.48 |   -2%˄ |  0.0000 |
+| 7c      ||   530.98 |   541.89 |   +2%˄ ||     1.88 |     1.85 |   -2%˄ |  0.0000 |
+| 8a      ||   166.31 |   169.52 |   +2%˄ ||     6.01 |     5.90 |   -2%˄ |  0.0000 |
+| 8b      ||   163.68 |   166.62 |   +2%˄ ||     6.11 |     6.00 |   -2%˄ |  0.0000 |
+| 8c      ||  1698.49 |  1742.84 |   +3%  ||     0.59 |     0.57 |   -3%  |  0.0000 |
+| 8d      ||   283.01 |   289.93 |   +2%˄ ||     3.53 |     3.45 |   -2%˄ |  0.0000 |
+| 9a      ||   232.18 |   237.89 |   +2%˄ ||     4.31 |     4.20 |   -2%˄ |  0.0000 |
+| 9b      ||   149.81 |   154.59 |   +3%˄ ||     6.68 |     6.47 |   -3%˄ |  0.0000 |
+| 9c      ||   259.55 |   265.94 |   +2%˄ ||     3.85 |     3.76 |   -2%˄ |  0.0000 |
+| 9d      ||   393.71 |   396.61 |   +1%˄ ||     2.54 |     2.52 |   -1%˄ |  0.0000 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 27236.97 | 27870.82 |   +2%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -2%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                            |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 9 clients, 9 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkJoinOrder_f5bdcb3c47233e058ef9792c861ed1794fca2d18_mt.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkJoinOrder_b1462bd925a2ddf5934cba02729cf4758d1c0176_mt.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                                    | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                                    |
 |  benchmark_mode               | Shuffled                                                                                                          | Shuffled                                                                                                          |
 |  build_type                   | release                                                                                                           | release                                                                                                           |
 |  chunk_indexes                | False                                                                                                             | False                                                                                                             |
 |  chunk_size                   | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                      | 9                                                                                                                 | 9                                                                                                                 |
 |  compiler                     | clang 17.0.2                                                                                                      | clang 17.0.2                                                                                                      |
 |  cores                        | 9                                                                                                                 | 9                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                 | 0                                                                                                                 |
 |  date                         | 2024-02-27 10:42:25                                                                                               | 2024-02-27 14:27:45                                                                                               |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                           |
 |  max_duration                 | 1200000000000                                                                                                     | 1200000000000                                                                                                     |
 |  max_runs                     | -1                                                                                                                | -1                                                                                                                |
 |  time_unit                    | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler              | True                                                                                                              | True                                                                                                              |
 |  utilized_cores_per_numa_node | [9]                                                                                                               | [9]                                                                                                               |
 |  verify                       | False                                                                                                             | False                                                                                                             |
 |  warmup_duration              | 0                                                                                                                 | 0                                                                                                                 |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   191.59 |   190.10 |   -1%  ||     0.22 |     0.22 |   +0%  |  0.9687 |
+| 10b     ||    84.84 |    92.43 |   +9%  ||     0.22 |     0.22 |   +0%  |  0.5388 |
+| 10c     ||   384.87 |   513.85 |  +34%  ||     0.22 |     0.22 |   +0%  |  0.0090 |
+| 11a     ||    94.97 |   121.66 |  +28%  ||     0.22 |     0.22 |   -0%  |  0.2228 |
+| 11b     ||   108.41 |   107.03 |   -1%  ||     0.22 |     0.22 |   +0%  |  0.9608 |
+| 11c     ||    66.78 |    56.94 |  -15%  ||     0.22 |     0.22 |   +0%  |  0.3468 |
+| 11d     ||   104.94 |    77.24 |  -26%  ||     0.22 |     0.22 |   +1%  |  0.3186 |
+| 12a     ||   104.44 |   124.31 |  +19%  ||     0.22 |     0.22 |   +0%  |  0.3821 |
+| 12b     ||    68.20 |    77.90 |  +14%  ||     0.22 |     0.22 |   -0%  |  0.6037 |
+| 12c     ||   236.64 |   253.68 |   +7%  ||     0.22 |     0.22 |   -0%  |  0.6767 |
+| 13a     ||   285.99 |   343.43 |  +20%  ||     0.22 |     0.22 |   -0%  |  0.0780 |
+| 13b     ||   234.18 |   298.90 |  +28%  ||     0.22 |     0.22 |   +0%  |  0.0516 |
+| 13c     ||   258.54 |   268.87 |   +4%  ||     0.22 |     0.22 |   -0%  |  0.7951 |
+| 13d     ||   665.60 |   716.08 |   +8%  ||     0.22 |     0.22 |   -0%  |  0.2846 |
+| 14a     ||   241.38 |   233.17 |   -3%  ||     0.22 |     0.22 |   -0%  |  0.7775 |
+| 14b     ||   238.08 |   289.17 |  +21%  ||     0.22 |     0.22 |   +1%  |  0.1115 |
+| 14c     ||   353.48 |   343.59 |   -3%  ||     0.22 |     0.22 |   -0%  |  0.7783 |
+| 15a     ||   123.65 |    93.41 |  -24%  ||     0.22 |     0.22 |   -0%  |  0.2191 |
+| 15b     ||    92.51 |   104.19 |  +13%  ||     0.22 |     0.22 |   -0%  |  0.5792 |
+| 15c     ||   102.43 |   124.46 |  +22%  ||     0.22 |     0.22 |   -0%  |  0.4491 |
+| 15d     ||   151.34 |   113.84 |  -25%  ||     0.22 |     0.22 |   +0%  |  0.1413 |
+| 16a     ||  1368.78 |  1404.71 |   +3%  ||     0.22 |     0.22 |   +0%  |  0.6441 |
+| 16b     ||  2598.75 |  2453.99 |   -6%  ||     0.22 |     0.22 |   +0%  |  0.0622 |
+| 16c     ||  1495.06 |  1500.05 |   +0%  ||     0.22 |     0.22 |   -0%  |  0.9434 |
+| 16d     ||  1529.62 |  1536.73 |   +0%  ||     0.22 |     0.22 |   +0%  |  0.9281 |
+| 17a     ||   664.33 |   681.71 |   +3%  ||     0.22 |     0.22 |   -0%  |  0.7454 |
+| 17b     ||   514.85 |   586.17 |  +14%  ||     0.22 |     0.22 |   +0%  |  0.2014 |
+| 17c     ||   526.94 |   510.54 |   -3%  ||     0.22 |     0.22 |   +0%  |  0.7732 |
+| 17d     ||   525.07 |   609.78 |  +16%  ||     0.22 |     0.22 |   +0%  |  0.1436 |
+| 17e     ||  1354.78 |  1281.47 |   -5%  ||     0.22 |     0.22 |   -0%  |  0.2388 |
+| 17f     ||   985.44 |   944.90 |   -4%  ||     0.22 |     0.22 |   -0%  |  0.5852 |
+| 18a     ||   184.72 |   236.75 |  +28%  ||     0.22 |     0.22 |   +1%  |  0.0932 |
+| 18b     ||   223.01 |   306.15 |  +37%  ||     0.22 |     0.22 |   +0%  |  0.0750 |
+| 18c     ||   466.78 |   454.82 |   -3%  ||     0.22 |     0.22 |   +0%  |  0.8247 |
+| 19a     ||   456.58 |   352.55 |  -23%  ||     0.22 |     0.22 |   +1%  |  0.0414 |
+| 19b     ||   303.44 |   279.09 |   -8%  ||     0.22 |     0.22 |   -0%  |  0.5489 |
+| 19c     ||   513.07 |   439.13 |  -14%  ||     0.22 |     0.22 |   -0%  |  0.2412 |
+| 19d     ||  1167.17 |  1099.15 |   -6%  ||     0.22 |     0.22 |   +0%  |  0.3517 |
+| 1a      ||    28.32 |    41.01 |  +45%  ||     0.22 |     0.22 |   +0%  |  0.2842 |
+| 1b      ||    23.63 |    39.86 |  +69%  ||     0.22 |     0.22 |   -0%  |  0.0332 |
+| 1c      ||    64.90 |    33.89 |  -48%  ||     0.22 |     0.22 |   -0%  |  0.1115 |
+| 1d      ||    37.14 |    27.03 |  -27%  ||     0.22 |     0.22 |   +0%  |  0.3566 |
+| 20a     ||   370.18 |   396.07 |   +7%  ||     0.22 |     0.22 |   +0%  |  0.5279 |
+| 20b     ||   324.31 |   337.64 |   +4%  ||     0.22 |     0.22 |   -0%  |  0.7005 |
+| 20c     ||   298.39 |   358.69 |  +20%  ||     0.22 |     0.22 |   -0%  |  0.0914 |
+| 21a     ||   149.01 |   152.37 |   +2%  ||     0.22 |     0.22 |   -0%  |  0.9151 |
+| 21b     ||   114.65 |   141.78 |  +24%  ||     0.22 |     0.22 |   -0%  |  0.2932 |
+| 21c     ||   134.19 |   148.88 |  +11%  ||     0.22 |     0.22 |   +0%  |  0.5623 |
+| 22a     ||   312.71 |   278.15 |  -11%  ||     0.22 |     0.22 |   +0%  |  0.3643 |
+| 22b     ||   291.48 |   263.71 |  -10%  ||     0.22 |     0.22 |   +0%  |  0.5368 |
+| 22c     ||   412.92 |   445.64 |   +8%  ||     0.22 |     0.22 |   -0%  |  0.4762 |
+| 22d     ||   542.84 |   609.27 |  +12%  ||     0.22 |     0.22 |   +0%  |  0.2305 |
+| 23a     ||   134.66 |   123.35 |   -8%  ||     0.22 |     0.22 |   +1%  |  0.6472 |
+| 23b     ||    76.79 |   103.12 |  +34%  ||     0.22 |     0.22 |   +0%  |  0.1952 |
+| 23c     ||   115.50 |   144.01 |  +25%  ||     0.22 |     0.22 |   -0%  |  0.2323 |
+| 24a     ||   287.56 |   274.88 |   -4%  ||     0.22 |     0.22 |   +0%  |  0.7441 |
+| 24b     ||   239.69 |   226.60 |   -5%  ||     0.22 |     0.22 |   +0%  |  0.7347 |
+| 25a     ||   284.35 |   258.92 |   -9%  ||     0.22 |     0.22 |   +0%  |  0.4698 |
+| 25b     ||   169.48 |   154.16 |   -9%  ||     0.22 |     0.22 |   -0%  |  0.6418 |
+| 25c     ||   619.02 |   566.80 |   -8%  ||     0.22 |     0.22 |   +0%  |  0.3498 |
+| 26a     ||   315.90 |   291.81 |   -8%  ||     0.22 |     0.22 |   -0%  |  0.5177 |
+| 26b     ||   209.76 |   196.06 |   -7%  ||     0.22 |     0.22 |   -0%  |  0.6175 |
+| 26c     ||   400.82 |   570.84 |  +42%  ||     0.22 |     0.22 |   -0%  |  0.0003 |
+| 27a     ||   123.45 |   134.02 |   +9%  ||     0.22 |     0.22 |   +0%  |  0.6604 |
+| 27b     ||   154.25 |   169.30 |  +10%  ||     0.22 |     0.22 |   -0%  |  0.7057 |
+| 27c     ||   199.45 |   136.59 |  -32%  ||     0.22 |     0.22 |   +0%  |  0.1293 |
+| 28a     ||   423.96 |   435.50 |   +3%  ||     0.22 |     0.22 |   +0%  |  0.7994 |
+| 28b     ||   170.69 |   151.47 |  -11%  ||     0.22 |     0.22 |   +1%  |  0.4742 |
+| 28c     ||   421.82 |   350.43 |  -17%  ||     0.22 |     0.22 |   +0%  |  0.0972 |
+| 29a     ||   243.83 |   252.77 |   +4%  ||     0.22 |     0.22 |   +0%  |  0.8004 |
+| 29b     ||   400.65 |   394.03 |   -2%  ||     0.22 |     0.22 |   +0%  |  0.8859 |
+| 29c     ||   260.23 |   299.35 |  +15%  ||     0.22 |     0.22 |   +0%  |  0.3245 |
+| 2a      ||    99.77 |    97.36 |   -2%  ||     0.22 |     0.22 |   +1%  |  0.9001 |
+| 2b      ||   110.17 |    99.80 |   -9%  ||     0.22 |     0.22 |   -0%  |  0.6683 |
+| 2c      ||    84.12 |    66.54 |  -21%  ||     0.22 |     0.22 |   +0%  |  0.2799 |
+| 2d      ||   167.92 |   169.37 |   +1%  ||     0.22 |     0.22 |   +0%  |  0.9625 |
+| 30a     ||   287.69 |   237.99 |  -17%  ||     0.22 |     0.22 |   +1%  |  0.2733 |
+| 30b     ||   242.37 |   244.80 |   +1%  ||     0.22 |     0.22 |   -0%  |  0.9532 |
+| 30c     ||   468.25 |   434.33 |   -7%  ||     0.22 |     0.22 |   -0%  |  0.4917 |
+| 31a     ||   218.37 |   197.87 |   -9%  ||     0.22 |     0.22 |   +0%  |  0.5884 |
+| 31b     ||   149.62 |   189.81 |  +27%  ||     0.22 |     0.22 |   +0%  |  0.2075 |
+| 31c     ||   234.48 |   197.83 |  -16%  ||     0.22 |     0.22 |   -0%  |  0.3121 |
+| 32a     ||    61.27 |    35.23 |  -43%  ||     0.22 |     0.22 |   +1%  |  0.1210 |
+| 32b     ||   127.00 |    93.74 |  -26%  ||     0.22 |     0.22 |   -0%  |  0.0670 |
+| 33a     ||    92.06 |    89.94 |   -2%  ||     0.22 |     0.22 |   +0%  |  0.9411 |
+| 33b     ||   118.72 |    86.93 |  -27%  ||     0.22 |     0.22 |   -0%  |  0.3924 |
+| 33c     ||   113.25 |   120.87 |   +7%  ||     0.22 |     0.22 |   -0%  |  0.7819 |
+| 3a      ||   184.59 |   151.88 |  -18%  ||     0.22 |     0.22 |   +0%  |  0.2994 |
+| 3b      ||    46.70 |    49.19 |   +5%  ||     0.22 |     0.22 |   +0%  |  0.8259 |
+| 3c      ||   298.85 |   288.04 |   -4%  ||     0.22 |     0.22 |   -0%  |  0.7927 |
+| 4a      ||   153.37 |   185.09 |  +21%  ||     0.22 |     0.22 |   +0%  |  0.1350 |
+| 4b      ||    50.19 |    36.57 |  -27%  ||     0.22 |     0.22 |   -0%  |  0.2433 |
+| 4c      ||   250.85 |   238.16 |   -5%  ||     0.22 |     0.22 |   +0%  |  0.6658 |
+| 5a      ||   150.44 |   159.93 |   +6%  ||     0.22 |     0.22 |   +0%  |  0.7831 |
+| 5b      ||    88.73 |   104.96 |  +18%  ||     0.22 |     0.22 |   -0%  |  0.4441 |
+| 5c      ||   180.64 |   202.69 |  +12%  ||     0.22 |     0.22 |   -0%  |  0.4540 |
+| 6a      ||   134.18 |   147.53 |  +10%  ||     0.22 |     0.22 |   -0%  |  0.5593 |
+| 6b      ||   185.86 |   176.50 |   -5%  ||     0.22 |     0.22 |   -0%  |  0.7308 |
+| 6c      ||   172.10 |   140.43 |  -18%  ||     0.22 |     0.22 |   -0%  |  0.3426 |
+| 6d      ||   529.64 |   533.32 |   +1%  ||     0.22 |     0.22 |   +0%  |  0.9477 |
+| 6e      ||   179.08 |   115.23 |  -36%  ||     0.22 |     0.22 |   +0%  |  0.0408 |
+| 6f      ||   892.29 |   918.82 |   +3%  ||     0.22 |     0.22 |   +0%  |  0.6046 |
+| 7a      ||   147.49 |   116.42 |  -21%  ||     0.22 |     0.22 |   +0%  |  0.2553 |
+| 7b      ||   122.37 |   150.57 |  +23%  ||     0.22 |     0.22 |   +0%  |  0.2991 |
+| 7c      ||  1066.16 |   975.73 |   -8%  ||     0.22 |     0.22 |   -0%  |  0.2664 |
+| 8a      ||   198.84 |   191.07 |   -4%  ||     0.22 |     0.22 |   +0%  |  0.8127 |
+| 8b      ||   170.21 |   155.10 |   -9%  ||     0.22 |     0.22 |   -0%  |  0.5911 |
+| 8c      ||  1913.27 |  1908.07 |   -0%  ||     0.22 |     0.22 |   +0%  |  0.9456 |
+| 8d      ||   472.23 |   437.90 |   -7%  ||     0.22 |     0.22 |   -0%  |  0.3283 |
+| 9a      ||   474.42 |   491.92 |   +4%  ||     0.22 |     0.22 |   -0%  |  0.7462 |
+| 9b      ||   278.89 |   281.53 |   +1%  ||     0.22 |     0.22 |   +0%  |  0.9466 |
+| 9c      ||   544.96 |   483.98 |  -11%  ||     0.22 |     0.22 |   -0%  |  0.2845 |
+| 9d      ||   826.49 |   886.73 |   +7%  ||     0.22 |     0.22 |   -0%  |  0.3567 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 39715.72 | 39619.65 |   -0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +0%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkStarSchema_f5bdcb3c47233e058ef9792c861ed1794fca2d18_st.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkStarSchema_b1462bd925a2ddf5934cba02729cf4758d1c0176_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                                     | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                                     |
 |  benchmark_mode         | Ordered                                                                                                            | Ordered                                                                                                            |
 |  build_type             | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes          | False                                                                                                              | False                                                                                                              |
 |  chunk_size             | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                | 1                                                                                                                  | 1                                                                                                                  |
 |  compiler               | clang 17.0.2                                                                                                       | clang 17.0.2                                                                                                       |
 |  cores                  | 0                                                                                                                  | 0                                                                                                                  |
 |  data_preparation_cores | 0                                                                                                                  | 0                                                                                                                  |
 |  date                   | 2024-02-27 11:02:49                                                                                                | 2024-02-27 14:48:06                                                                                                |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                            |
 |  max_duration           | 60000000000                                                                                                        | 60000000000                                                                                                        |
 |  max_runs               | 100                                                                                                                | 100                                                                                                                |
 |  scale_factor           | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit              | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler        | False                                                                                                              | False                                                                                                              |
 |  verify                 | False                                                                                                              | False                                                                                                              |
 |  warmup_duration        | 1000000000                                                                                                         | 1000000000                                                                                                         |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
++---------++----------+---------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |     new |        ||      old |      new |        |         |
++---------++----------+---------+--------++----------+----------+--------+---------+
+| 1.1     ||   281.62 |  275.77 |   -2%˄ ||     3.55 |     3.63 |   +2%˄ |  0.0865 |
+| 1.2     ||   143.77 |  148.61 |   +3%˄ ||     6.96 |     6.73 |   -3%˄ |  0.0000 |
+| 1.3     ||   137.91 |  140.35 |   +2%˄ ||     7.25 |     7.12 |   -2%˄ |  0.0004 |
+| 2.1     ||   484.92 |  476.64 |   -2%˄ ||     2.06 |     2.10 |   +2%˄ |  0.0000 |
+| 2.2     ||   260.17 |  255.06 |   -2%˄ ||     3.84 |     3.92 |   +2%˄ |  0.0000 |
+| 2.3     ||   173.71 |  171.51 |   -1%˄ ||     5.76 |     5.83 |   +1%˄ |  0.0000 |
+| 3.1     ||  2693.06 | 2675.96 |   -1%  ||     0.37 |     0.37 |   +1%  |  0.4392 |
+| 3.2     ||   241.74 |  243.11 |   +1%˄ ||     4.14 |     4.11 |   -1%˄ |  0.0134 |
+| 3.3     ||   110.84 |  112.26 |   +1%˄ ||     9.02 |     8.91 |   -1%˄ |  0.0000 |
+| 3.4     ||   104.22 |  105.50 |   +1%˄ ||     9.59 |     9.48 |   -1%˄ |  0.0000 |
+| 4.1     ||  2564.71 | 2535.08 |   -1%  ||     0.39 |     0.39 |   +1%  |  0.1941 |
+| 4.2     ||   780.88 |  774.47 |   -1%  ||     1.28 |     1.29 |   +1%  |  0.0522 |
+| 4.3     ||   222.90 |  220.34 |   -1%˄ ||     4.49 |     4.54 |   +1%˄ |  0.0000 |
++---------++----------+---------+--------++----------+----------+--------+---------+
+| Sum     ||  8200.45 | 8134.64 |   -1%  ||          |          |        |         |
+| Geomean ||          |         |        ||          |          |   +0%  |         |
++---------++----------+---------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                           |
++---------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 9 clients, 9 cores

Sum of avg. item runtimes: +0% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkStarSchema_f5bdcb3c47233e058ef9792c861ed1794fca2d18_mt.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkStarSchema_b1462bd925a2ddf5934cba02729cf4758d1c0176_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f5bdcb3c47233e058ef9792c861ed1794fca2d18-dirty                                                                     | b1462bd925a2ddf5934cba02729cf4758d1c0176-dirty                                                                     |
 |  benchmark_mode               | Shuffled                                                                                                           | Shuffled                                                                                                           |
 |  build_type                   | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes                | False                                                                                                              | False                                                                                                              |
 |  chunk_size                   | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                      | 9                                                                                                                  | 9                                                                                                                  |
 |  compiler                     | clang 17.0.2                                                                                                       | clang 17.0.2                                                                                                       |
 |  cores                        | 9                                                                                                                  | 9                                                                                                                  |
 |  data_preparation_cores       | 0                                                                                                                  | 0                                                                                                                  |
 |  date                         | 2024-02-27 11:10:06                                                                                                | 2024-02-27 14:55:23                                                                                                |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                            |
 |  max_duration                 | 1200000000000                                                                                                      | 1200000000000                                                                                                      |
 |  max_runs                     | -1                                                                                                                 | -1                                                                                                                 |
 |  scale_factor                 | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit                    | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler              | True                                                                                                               | True                                                                                                               |
 |  utilized_cores_per_numa_node | [9]                                                                                                                | [9]                                                                                                                |
 |  verify                       | False                                                                                                              | False                                                                                                              |
 |  warmup_duration              | 0                                                                                                                  | 0                                                                                                                  |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   487.92 |   534.12 |   +9%  ||     0.81 |     0.81 |   -0%  |  0.1622 |
+| 1.2     ||   320.52 |   323.03 |   +1%  ||     0.81 |     0.81 |   -0%  |  0.9296 |
+| 1.3     ||   305.72 |   312.47 |   +2%  ||     0.81 |     0.81 |   -0%  |  0.8184 |
+| 2.1     ||  1221.68 |  1192.51 |   -2%  ||     0.81 |     0.81 |   -0%  |  0.5884 |
+| 2.2     ||   672.41 |   645.14 |   -4%  ||     0.81 |     0.81 |   -0%  |  0.4901 |
+| 2.3     ||   299.63 |   288.71 |   -4%  ||     0.81 |     0.81 |   -0%  |  0.6941 |
+| 3.1     ||  2339.55 |  2455.60 |   +5%  ||     0.81 |     0.81 |   -0%  |  0.0551 |
+| 3.2     ||   618.20 |   632.16 |   +2%  ||     0.81 |     0.81 |   -0%  |  0.7150 |
+| 3.3     ||   368.06 |   350.23 |   -5%  ||     0.81 |     0.81 |   -0%  |  0.5715 |
+| 3.4     ||   351.48 |   319.55 |   -9%  ||     0.81 |     0.81 |   -0%  |  0.2806 |
+| 4.1     ||  1973.70 |  1929.62 |   -2%  ||     0.81 |     0.81 |   -0%  |  0.4106 |
+| 4.2     ||  1511.43 |  1601.93 |   +6%  ||     0.81 |     0.80 |   -1%  |  0.1143 |
+| 4.3     ||   555.34 |   489.33 |  -12%  ||     0.81 |     0.81 |   -0%  |  0.0536 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 11025.64 | 11074.39 |   +0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -0%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

Bouncner avatar Feb 27 '24 18:02 Bouncner

Trying to address regressions in TPC-DS and TPC-C. ~Benchmarks are running.~

Bouncner avatar Feb 28 '24 01:02 Bouncner

~Running benchmarks against new merged #2611 right now.~ Benchmarks done. But since it is a PR to improve multi-threading, I will probably wait for the merge of #2630 which changes the benchmark script.

Benchmarks (2024-03-01)

AMD

System

cx26 - click to expand
property value
Hostname cx26
CPU AMD EPYC 7742 64-Core Processor
Memory 513GB
numactl nodebind: 0
numactl membind: 0 1

Commit Info and Build Time

commit date message build time
f7417f58c 28.02.2024 10:37 Update CI image and supported compilers (#2611) real 440.76 user 3356.56 sys 285.71
044e600db 29.02.2024 13:27 Fix real 447.03 user 3372.84 sys 293.34

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview----+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_044e600db1dab827693023c0766273b0a40d4606_st.json |
 +--------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                             | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                             |
 |  benchmark_mode          | Ordered                                                                                                    | Ordered                                                                                                    |
 |  build_type              | release                                                                                                    | release                                                                                                    |
 |  chunk_indexes           | False                                                                                                      | False                                                                                                      |
 |  chunk_size              | 65535                                                                                                      | 65535                                                                                                      |
 |  clients                 | 1                                                                                                          | 1                                                                                                          |
 |  clustering              | None                                                                                                       | None                                                                                                       |
 |  compiler                | clang 17.0.2                                                                                               | clang 17.0.2                                                                                               |
 |  cores                   | 0                                                                                                          | 0                                                                                                          |
 |  data_preparation_cores  | 0                                                                                                          | 0                                                                                                          |
 |  date                    | 2024-02-29 23:06:40                                                                                        | 2024-03-01 03:11:04                                                                                        |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                    |
 |  max_duration            | 60000000000                                                                                                | 60000000000                                                                                                |
 |  max_runs                | 100                                                                                                        | 100                                                                                                        |
 |  scale_factor            | 10.0                                                                                                       | 10.0                                                                                                       |
 |  time_unit               | ns                                                                                                         | ns                                                                                                         |
 |  use_prepared_statements | False                                                                                                      | False                                                                                                      |
 |  using_scheduler         | False                                                                                                      | False                                                                                                      |
 |  verify                  | False                                                                                                      | False                                                                                                      |
 |  warmup_duration         | 1000000000                                                                                                 | 1000000000                                                                                                 |
 +--------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |      new |        ||      old |      new |        |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6243.97 |  6350.37 |   +2%  ||     0.16 |     0.16 |   -2%  |  0.3726 |
+| TPC-H 02 ||    49.47 |    49.30 |   -0%˄ ||    20.21 |    20.28 |   +0%˄ |  0.8117 |
+| TPC-H 03 ||  1918.27 |  1842.23 |   -4%  ||     0.52 |     0.54 |   +4%  |  0.0000 |
+| TPC-H 04 ||  1918.21 |  1894.75 |   -1%  ||     0.52 |     0.53 |   +1%  |  0.0199 |
+| TPC-H 05 ||  3386.48 |  3363.17 |   -1%  ||     0.30 |     0.30 |   +1%  |  0.4866 |
+| TPC-H 06 ||   227.15 |   224.69 |   -1%˄ ||     4.40 |     4.45 |   +1%˄ |  0.1419 |
+| TPC-H 07 ||  1198.51 |  1182.10 |   -1%  ||     0.83 |     0.85 |   +1%  |  0.0000 |
+| TPC-H 08 ||   734.49 |   742.26 |   +1%  ||     1.36 |     1.35 |   -1%  |  0.0030 |
+| TPC-H 09 ||  7442.15 |  7432.27 |   -0%  ||     0.13 |     0.13 |   +0%  |       ˅ |
+| TPC-H 10 ||  2388.90 |  1861.23 |  -22%  ||     0.42 |     0.54 |  +28%  |  0.0000 |
+| TPC-H 11 ||    74.72 |    69.62 |   -7%˄ ||    13.38 |    14.36 |   +7%˄ |  0.0000 |
+| TPC-H 12 ||  1900.54 |  1888.85 |   -1%  ||     0.53 |     0.53 |   +1%  |  0.2020 |
+| TPC-H 13 ||  6730.43 |  6607.12 |   -2%  ||     0.15 |     0.15 |   +2%  |       ˅ |
+| TPC-H 14 ||   679.16 |   684.89 |   +1%  ||     1.47 |     1.46 |   -1%  |  0.0310 |
+| TPC-H 15 ||   271.78 |   260.01 |   -4%˄ ||     3.68 |     3.85 |   +5%˄ |  0.0000 |
+| TPC-H 16 ||   715.57 |   723.94 |   +1%  ||     1.40 |     1.38 |   -1%  |  0.0000 |
+| TPC-H 17 ||   281.01 |   285.52 |   +2%˄ ||     3.56 |     3.50 |   -2%˄ |  0.0000 |
+| TPC-H 18 ||  1590.12 |  1669.31 |   +5%  ||     0.63 |     0.60 |   -5%  |  0.0041 |
+| TPC-H 19 ||   288.18 |   292.58 |   +2%˄ ||     3.47 |     3.42 |   -2%˄ |  0.0007 |
+| TPC-H 20 ||   765.24 |   832.40 |   +9%  ||     1.31 |     1.20 |   -8%  |  0.0501 |
+| TPC-H 21 ||  6006.27 |  5987.14 |   -0%  ||     0.17 |     0.17 |   +0%  |  0.6629 |
+| TPC-H 22 ||   628.12 |   629.43 |   +0%  ||     1.59 |     1.59 |   -0%  |  0.2378 |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 45438.73 | 44873.19 |   -1%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |   +1%  |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+|    Notes || ˄ Execution stopped due to max runs reached                            |
+|          || ˅ Insufficient number of runs for p-value calculation                  |
++----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +5%
Configuration Overview - click to expand
 +Configuration Overview----+----------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_st_s01.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_044e600db1dab827693023c0766273b0a40d4606_st_s01.json |
 +--------------------------+----------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                                 | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                                 |
 |  benchmark_mode          | Ordered                                                                                                        | Ordered                                                                                                        |
 |  build_type              | release                                                                                                        | release                                                                                                        |
 |  chunk_indexes           | False                                                                                                          | False                                                                                                          |
 |  chunk_size              | 65535                                                                                                          | 65535                                                                                                          |
 |  clients                 | 1                                                                                                              | 1                                                                                                              |
 |  clustering              | None                                                                                                           | None                                                                                                           |
 |  compiler                | clang 17.0.2                                                                                                   | clang 17.0.2                                                                                                   |
 |  cores                   | 0                                                                                                              | 0                                                                                                              |
 |  data_preparation_cores  | 0                                                                                                              | 0                                                                                                              |
 |  date                    | 2024-02-29 23:27:49                                                                                            | 2024-03-01 03:32:19                                                                                            |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                        | {'default': {'encoding': 'Dictionary'}}                                                                        |
 |  max_duration            | 60000000000                                                                                                    | 60000000000                                                                                                    |
 |  max_runs                | 100                                                                                                            | 100                                                                                                            |
 |  scale_factor            | 0.009999999776482582                                                                                           | 0.009999999776482582                                                                                           |
 |  time_unit               | ns                                                                                                             | ns                                                                                                             |
 |  use_prepared_statements | False                                                                                                          | False                                                                                                          |
 |  using_scheduler         | False                                                                                                          | False                                                                                                          |
 |  verify                  | False                                                                                                          | False                                                                                                          |
 |  warmup_duration         | 1000000000                                                                                                     | 1000000000                                                                                                     |
 +--------------------------+----------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------+
++----------++----------+---------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |     new |        ||      old |      new |        |         |
++----------++----------+---------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||     9.90 |   10.30 |   +4%˄ ||   100.97 |    97.09 |   -4%˄ |  0.0173 |
+| TPC-H 02 ||     4.59 |    4.29 |   -7%˄ ||   217.69 |   233.25 |   +7%˄ |  0.1612 |
+| TPC-H 03 ||     0.69 |    0.70 |   +1%˄ ||  1449.58 |  1429.60 |   -1%˄ |  0.0113 |
+| TPC-H 04 ||     0.41 |    0.41 |   +2%˄ ||  2459.94 |  2416.73 |   -2%˄ |  0.0000 |
+| TPC-H 05 ||     1.03 |    1.02 |   -1%˄ ||   966.26 |   975.64 |   +1%˄ |  0.6105 |
+| TPC-H 06 ||     0.24 |    0.24 |   +2%˄ ||  4234.48 |  4152.11 |   -2%˄ |  0.3194 |
+| TPC-H 07 ||    10.78 |   10.78 |   +0%˄ ||    92.77 |    92.75 |   -0%˄ |  0.9979 |
+| TPC-H 08 ||    15.78 |   15.61 |   -1%˄ ||    63.36 |    64.07 |   +1%˄ |  0.2571 |
+| TPC-H 09 ||     3.86 |    3.57 |   -8%˄ ||   258.82 |   279.94 |   +8%˄ |  0.5878 |
+| TPC-H 10 ||     0.79 |    0.73 |   -8%˄ ||  1263.09 |  1373.00 |   +9%˄ |  0.0000 |
+| TPC-H 11 ||     0.20 |    0.20 |   +3%˄ ||  5041.28 |  4902.88 |   -3%˄ |  0.0008 |
+| TPC-H 12 ||     0.67 |    0.69 |   +3%˄ ||  1488.50 |  1445.41 |   -3%˄ |  0.0000 |
+| TPC-H 13 ||     2.12 |    2.13 |   +0%˄ ||   471.08 |   470.24 |   -0%˄ |  0.5227 |
+| TPC-H 14 ||     0.32 |    0.33 |   +1%˄ ||  3079.14 |  3035.77 |   -1%˄ |  0.1624 |
+| TPC-H 15 ||     1.32 |    1.33 |   +1%˄ ||   754.01 |   749.89 |   -1%˄ |  0.0090 |
+| TPC-H 16 ||     2.48 |    2.47 |   -1%˄ ||   402.56 |   405.15 |   +1%˄ |  0.0028 |
+| TPC-H 17 ||     0.75 |    0.62 |  -18%˄ ||  1331.03 |  1621.55 |  +22%˄ |  0.1124 |
+| TPC-H 18 ||     2.19 |    1.11 |  -49%˄ ||   456.12 |   897.75 |  +97%˄ |  0.0000 |
+| TPC-H 19 ||     6.90 |    6.43 |   -7%˄ ||   144.84 |   155.54 |   +7%˄ |  0.0000 |
+| TPC-H 20 ||     2.78 |    2.82 |   +2%˄ ||   359.88 |   354.18 |   -2%˄ |  0.5831 |
+| TPC-H 21 ||     1.12 |    1.10 |   -2%˄ ||   894.52 |   908.32 |   +2%˄ |  0.6709 |
+| TPC-H 22 ||     1.28 |    1.29 |   +1%˄ ||   780.56 |   775.60 |   -1%˄ |  0.0000 |
++----------++----------+---------+--------++----------+----------+--------+---------+
+| Sum      ||    70.20 |   68.15 |   -3%  ||          |          |        |         |
+| Geomean  ||          |         |        ||          |          |   +5%  |         |
++----------++----------+---------+--------++----------+----------+--------+---------+
+|    Notes || ˄ Execution stopped due to max runs reached                           |
++----------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 64 cores, SF 10.0

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_mt_ordered.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_044e600db1dab827693023c0766273b0a40d4606_mt_ordered.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                                     | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                                     |
 |  benchmark_mode               | Ordered                                                                                                            | Ordered                                                                                                            |
 |  build_type                   | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes                | False                                                                                                              | False                                                                                                              |
 |  chunk_size                   | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                      | 1                                                                                                                  | 1                                                                                                                  |
 |  clustering                   | None                                                                                                               | None                                                                                                               |
 |  compiler                     | clang 17.0.2                                                                                                       | clang 17.0.2                                                                                                       |
 |  cores                        | 64                                                                                                                 | 64                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                  | 0                                                                                                                  |
 |  date                         | 2024-02-29 23:28:18                                                                                                | 2024-03-01 03:32:49                                                                                                |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                            |
 |  max_duration                 | 60000000000                                                                                                        | 60000000000                                                                                                        |
 |  max_runs                     | -1                                                                                                                 | -1                                                                                                                 |
 |  scale_factor                 | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit                    | ns                                                                                                                 | ns                                                                                                                 |
 |  use_prepared_statements      | False                                                                                                              | False                                                                                                              |
 |  using_scheduler              | True                                                                                                               | True                                                                                                               |
 |  utilized_cores_per_numa_node | [64]                                                                                                               | [64]                                                                                                               |
 |  verify                       | False                                                                                                              | False                                                                                                              |
 |  warmup_duration              | 0                                                                                                                  | 0                                                                                                                  |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|          ||      old |      new |        ||      old |      new |        |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||  5750.65 |  5740.21 |   -0%  ||     0.17 |     0.17 |   -0%  | (run time too short) |
+| TPC-H 02 ||    59.29 |    60.53 |   +2%  ||    15.58 |    15.23 |   -2%  |               0.0449 |
+| TPC-H 03 ||   870.73 |   832.21 |   -4%  ||     1.13 |     1.18 |   +4%  |               0.0000 |
+| TPC-H 04 ||   803.41 |   802.70 |   -0%  ||     1.23 |     1.23 |   -0%  |               0.9508 |
+| TPC-H 05 ||   627.22 |   629.80 |   +0%  ||     1.57 |     1.57 |   -0%  | (run time too short) |
+| TPC-H 06 ||    66.77 |    67.22 |   +1%  ||    13.87 |    13.85 |   -0%  |               0.0594 |
+| TPC-H 07 ||   332.93 |   340.29 |   +2%  ||     2.95 |     2.88 |   -2%  |               0.0005 |
+| TPC-H 08 ||   285.04 |   286.69 |   +1%  ||     3.43 |     3.42 |   -0%  |               0.2052 |
+| TPC-H 09 ||  2745.01 |  2694.41 |   -2%  ||     0.35 |     0.37 |   +5%  | (run time too short) |
+| TPC-H 10 ||  1472.65 |   787.59 |  -47%  ||     0.67 |     1.25 |  +87%  | (run time too short) |
+| TPC-H 11 ||    73.93 |    68.82 |   -7%  ||    12.63 |    13.50 |   +7%  |               0.0000 |
+| TPC-H 12 ||   699.29 |   700.67 |   +0%  ||     1.42 |     1.42 |   +0%  |               0.6805 |
+| TPC-H 13 ||  4032.79 |  3858.44 |   -4%  ||     0.23 |     0.25 |   +7%  | (run time too short) |
+| TPC-H 14 ||   159.99 |   161.48 |   +1%  ||     6.05 |     6.00 |   -1%  |               0.0852 |
+| TPC-H 15 ||   185.67 |   170.47 |   -8%  ||     5.23 |     5.70 |   +9%  |               0.0000 |
+| TPC-H 16 ||   907.57 |   878.43 |   -3%  ||     1.08 |     1.12 |   +3%  | (run time too short) |
+| TPC-H 17 ||    91.79 |    92.36 |   +1%  ||    10.37 |    10.25 |   -1%  |               0.1767 |
+| TPC-H 18 ||  2674.63 |  2452.83 |   -8%  ||     0.37 |     0.40 |   +9%  | (run time too short) |
+| TPC-H 19 ||   126.28 |   126.56 |   +0%  ||     7.62 |     7.62 |   +0%  |               0.8207 |
+| TPC-H 20 ||   257.27 |   274.76 |   +7%  ||     3.80 |     3.57 |   -6%  |               0.0000 |
+| TPC-H 21 ||  1293.74 |  1346.28 |   +4%  ||     0.77 |     0.73 |   -4%  |               0.0044 |
+| TPC-H 22 ||   160.55 |   163.85 |   +2%  ||     6.03 |     5.92 |   -2%  |               0.0000 |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 23677.22 | 22536.60 |   -5%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +4%  |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 64 clients, 64 cores, SF 10.0

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_044e600db1dab827693023c0766273b0a40d4606_mt.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                             | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                             |
 |  benchmark_mode               | Shuffled                                                                                                   | Shuffled                                                                                                   |
 |  build_type                   | release                                                                                                    | release                                                                                                    |
 |  chunk_indexes                | False                                                                                                      | False                                                                                                      |
 |  chunk_size                   | 65535                                                                                                      | 65535                                                                                                      |
 |  clients                      | 64                                                                                                         | 64                                                                                                         |
 |  clustering                   | None                                                                                                       | None                                                                                                       |
 |  compiler                     | clang 17.0.2                                                                                               | clang 17.0.2                                                                                               |
 |  cores                        | 64                                                                                                         | 64                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                          | 0                                                                                                          |
 |  date                         | 2024-02-29 23:52:24                                                                                        | 2024-03-01 03:56:58                                                                                        |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                    |
 |  max_duration                 | 1200000000000                                                                                              | 1200000000000                                                                                              |
 |  max_runs                     | -1                                                                                                         | -1                                                                                                         |
 |  scale_factor                 | 10.0                                                                                                       | 10.0                                                                                                       |
 |  time_unit                    | ns                                                                                                         | ns                                                                                                         |
 |  use_prepared_statements      | False                                                                                                      | False                                                                                                      |
 |  using_scheduler              | True                                                                                                       | True                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                       | [64]                                                                                                       |
 |  verify                       | False                                                                                                      | False                                                                                                      |
 |  warmup_duration              | 0                                                                                                          | 0                                                                                                          |
 +-------------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |      new |        ||      old |      new |        |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6615.60 |  6507.59 |   -2%  ||     0.99 |     1.01 |   +2%  |  0.2129 |
+| TPC-H 02 ||   562.04 |   556.79 |   -1%  ||     1.00 |     1.01 |   +2%  |  0.9500 |
+| TPC-H 03 ||  3112.77 |  3115.13 |   +0%  ||     1.00 |     1.01 |   +2%  |  0.9881 |
+| TPC-H 04 ||  2579.39 |  2490.59 |   -3%  ||     1.00 |     1.01 |   +1%  |  0.5471 |
+| TPC-H 05 ||  4060.05 |  4017.22 |   -1%  ||     1.00 |     1.01 |   +2%  |  0.8177 |
+| TPC-H 06 ||   899.86 |   771.29 |  -14%  ||     1.00 |     1.01 |   +2%  |  0.1531 |
+| TPC-H 07 ||  3727.14 |  3660.49 |   -2%  ||     1.00 |     1.01 |   +2%  |  0.7442 |
+| TPC-H 08 ||  2345.79 |  2567.68 |   +9%  ||     1.00 |     1.01 |   +1%  |  0.1379 |
+| TPC-H 09 ||  6681.55 |  6722.09 |   +1%  ||     0.99 |     1.01 |   +2%  |  0.8458 |
+| TPC-H 10 ||  4368.92 |  3536.02 |  -19%  ||     0.99 |     1.01 |   +2%  |  0.0000 |
+| TPC-H 11 ||   455.14 |   532.90 |  +17%  ||     1.00 |     1.01 |   +1%  |  0.2351 |
+| TPC-H 12 ||  2987.96 |  2830.29 |   -5%  ||     1.00 |     1.01 |   +2%  |  0.3136 |
+| TPC-H 13 ||  6017.37 |  5910.08 |   -2%  ||     0.99 |     1.01 |   +2%  |  0.3954 |
+| TPC-H 14 ||  1121.20 |  1191.87 |   +6%  ||     1.00 |     1.01 |   +2%  |  0.4787 |
+| TPC-H 15 ||   801.27 |   647.35 |  -19%  ||     1.00 |     1.01 |   +2%  |  0.0228 |
+| TPC-H 16 ||  2536.76 |  2552.28 |   +1%  ||     1.00 |     1.01 |   +2%  |  0.9109 |
+| TPC-H 17 ||   791.17 |   859.09 |   +9%  ||     1.00 |     1.01 |   +2%  |  0.4429 |
+| TPC-H 18 ||  3761.47 |  3806.70 |   +1%  ||     0.99 |     1.01 |   +2%  |  0.6881 |
+| TPC-H 19 ||  1346.71 |  1288.16 |   -4%  ||     1.00 |     1.01 |   +2%  |  0.6281 |
+| TPC-H 20 ||  2015.88 |  1982.99 |   -2%  ||     1.00 |     1.01 |   +2%  |  0.8045 |
+| TPC-H 21 ||  5592.76 |  5758.39 |   +3%  ||     0.99 |     1.01 |   +2%  |  0.4299 |
+| TPC-H 22 ||  1032.89 |  1215.45 |  +18%  ||     1.00 |     1.01 |   +2%  |  0.0771 |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 63413.68 | 62520.46 |   -1%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |   +2%  |         |
++----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: +6% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_044e600db1dab827693023c0766273b0a40d4606_st.json |
 +-------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                              | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                              |
 |  benchmark_mode         | Ordered                                                                                                     | Ordered                                                                                                     |
 |  build_type             | release                                                                                                     | release                                                                                                     |
 |  chunk_indexes          | False                                                                                                       | False                                                                                                       |
 |  chunk_size             | 65535                                                                                                       | 65535                                                                                                       |
 |  clients                | 1                                                                                                           | 1                                                                                                           |
 |  compiler               | clang 17.0.2                                                                                                | clang 17.0.2                                                                                                |
 |  cores                  | 0                                                                                                           | 0                                                                                                           |
 |  data_preparation_cores | 0                                                                                                           | 0                                                                                                           |
 |  date                   | 2024-03-01 00:14:35                                                                                         | 2024-03-01 04:19:08                                                                                         |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                     | {'default': {'encoding': 'Dictionary'}}                                                                     |
 |  max_duration           | 60000000000                                                                                                 | 60000000000                                                                                                 |
 |  max_runs               | 100                                                                                                         | 100                                                                                                         |
 |  time_unit              | ns                                                                                                          | ns                                                                                                          |
 |  using_scheduler        | False                                                                                                       | False                                                                                                       |
 |  verify                 | False                                                                                                       | False                                                                                                       |
 |  warmup_duration        | 1000000000                                                                                                  | 1000000000                                                                                                  |
 +-------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   287.05 |   306.74 |   +7%˄ ||     3.48 |     3.26 |   -6%˄ |  0.0000 |
+| 03      ||    99.26 |    98.72 |   -1%˄ ||    10.07 |    10.13 |   +1%˄ |  0.0366 |
+| 06      ||   232.61 |   233.81 |   +1%˄ ||     4.30 |     4.28 |   -1%˄ |  0.0033 |
+| 07      ||   357.20 |   366.83 |   +3%˄ ||     2.80 |     2.73 |   -3%˄ |  0.0000 |
+| 09      ||  1045.58 |  1055.32 |   +1%  ||     0.96 |     0.95 |   -1%  |  0.0000 |
+| 10      ||   159.16 |   156.97 |   -1%˄ ||     6.28 |     6.37 |   +1%˄ |  0.0000 |
+| 13      ||   652.62 |   662.19 |   +1%  ||     1.53 |     1.51 |   -1%  |  0.0024 |
+| 15      ||   134.37 |   136.12 |   +1%˄ ||     7.44 |     7.35 |   -1%˄ |  0.0029 |
+| 16      ||    67.07 |    68.41 |   +2%˄ ||    14.91 |    14.62 |   -2%˄ |  0.0000 |
+| 17      ||   411.35 |   414.40 |   +1%˄ ||     2.43 |     2.41 |   -1%˄ |  0.0001 |
+| 19      ||   133.08 |   133.74 |   +0%˄ ||     7.51 |     7.48 |   -0%˄ |  0.0043 |
+| 25      ||   198.92 |   202.32 |   +2%˄ ||     5.03 |     4.94 |   -2%˄ |  0.0000 |
+| 26      ||   146.30 |   148.50 |   +2%˄ ||     6.83 |     6.73 |   -1%˄ |  0.0000 |
+| 28      ||   794.32 |   782.11 |   -2%  ||     1.26 |     1.28 |   +2%  |  0.0000 |
+| 29      ||   575.41 |   586.04 |   +2%˄ ||     1.74 |     1.71 |   -2%˄ |  0.0000 |
+| 31      ||  1570.94 |  1582.71 |   +1%  ||     0.64 |     0.63 |   -1%  |  0.0617 |
+| 32      ||    32.98 |    33.09 |   +0%˄ ||    30.32 |    30.21 |   -0%˄ |  0.1245 |
+| 34      ||   215.23 |   213.26 |   -1%˄ ||     4.65 |     4.69 |   +1%˄ |  0.0001 |
+| 35      ||   811.93 |   803.98 |   -1%  ||     1.23 |     1.24 |   +1%  |  0.0000 |
+| 37      ||   838.88 |   830.11 |   -1%  ||     1.19 |     1.20 |   +1%  |  0.0303 |
+| 39a     ||  1929.90 |  1879.21 |   -3%  ||     0.52 |     0.53 |   +3%  |  0.0000 |
+| 39b     ||  1914.86 |  1847.66 |   -4%  ||     0.52 |     0.54 |   +4%  |  0.0000 |
+| 41      ||   298.81 |   307.24 |   +3%˄ ||     3.35 |     3.25 |   -3%˄ |  0.0000 |
+| 42      ||   108.68 |   109.27 |   +1%˄ ||     9.20 |     9.15 |   -1%˄ |  0.0327 |
+| 43      ||  1057.14 |  1064.22 |   +1%  ||     0.95 |     0.94 |   -1%  |  0.0010 |
+| 45      ||   172.50 |   174.34 |   +1%˄ ||     5.80 |     5.74 |   -1%˄ |  0.0000 |
+| 48      ||  1112.45 |  1122.10 |   +1%  ||     0.90 |     0.89 |   -1%  |  0.4003 |
+| 50      ||   157.41 |   157.78 |   +0%˄ ||     6.35 |     6.34 |   -0%˄ |  0.1487 |
+| 52      ||   107.59 |   108.10 |   +0%˄ ||     9.29 |     9.25 |   -0%˄ |  0.0000 |
+| 55      ||   100.77 |   106.28 |   +5%˄ ||     9.92 |     9.41 |   -5%˄ |  0.0005 |
+| 62      ||   608.21 |   607.54 |   -0%  ||     1.64 |     1.65 |   +0%  |  0.4363 |
+| 65      ||  2070.64 |  2340.51 |  +13%  ||     0.48 |     0.43 |  -12%  |  0.0000 |
+| 69      ||   171.99 |   171.74 |   -0%˄ ||     5.81 |     5.82 |   +0%˄ |  0.4798 |
+| 73      ||   101.00 |   100.66 |   -0%˄ ||     9.90 |     9.93 |   +0%˄ |  0.1649 |
+| 79      ||   602.43 |   631.24 |   +5%˄ ||     1.66 |     1.58 |   -5%˄ |  0.0000 |
+| 81      ||   199.61 |   206.51 |   +3%˄ ||     5.01 |     4.84 |   -3%˄ |  0.0000 |
+| 82      ||   887.45 |   879.21 |   -1%  ||     1.13 |     1.14 |   +1%  |  0.0509 |
+| 83      ||    52.62 |    52.76 |   +0%˄ ||    19.00 |    18.95 |   -0%˄ |  0.7728 |
+| 85      ||   198.64 |   201.27 |   +1%˄ ||     5.03 |     4.97 |   -1%˄ |  0.0000 |
+| 88      ||   949.07 |   914.61 |   -4%  ||     1.05 |     1.09 |   +4%  |  0.0000 |
+| 91      ||    20.36 |    20.65 |   +1%˄ ||    49.10 |    48.42 |   -1%˄ |  0.0002 |
+| 92      ||    53.15 |    49.26 |   -7%˄ ||    18.81 |    20.30 |   +8%˄ |  0.0000 |
+| 93      ||  5212.06 |  5169.42 |   -1%  ||     0.19 |     0.19 |   +1%  |  0.0031 |
+| 94      ||    50.52 |    50.50 |   -0%˄ ||    19.79 |    19.80 |   +0%˄ |  0.9320 |
+| 95      ||  4781.42 |  4630.36 |   -3%  ||     0.21 |     0.22 |   +3%  |  0.0182 |
+| 96      ||    79.49 |    78.94 |   -1%˄ ||    12.58 |    12.67 |   +1%˄ |  0.3336 |
+| 97      ||  2822.29 |  4790.98 |  +70%  ||     0.35 |     0.21 |  -41%  |  0.0000 |
+| 99      ||  1134.80 |  1115.96 |   -2%  ||     0.88 |     0.90 |   +2%  |  0.0000 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 35720.10 | 37703.70 |   +6%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -2%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                            |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_044e600db1dab827693023c0766273b0a40d4606_mt.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                              | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                              |
 |  benchmark_mode               | Shuffled                                                                                                    | Shuffled                                                                                                    |
 |  build_type                   | release                                                                                                     | release                                                                                                     |
 |  chunk_indexes                | False                                                                                                       | False                                                                                                       |
 |  chunk_size                   | 65535                                                                                                       | 65535                                                                                                       |
 |  clients                      | 64                                                                                                          | 64                                                                                                          |
 |  compiler                     | clang 17.0.2                                                                                                | clang 17.0.2                                                                                                |
 |  cores                        | 64                                                                                                          | 64                                                                                                          |
 |  data_preparation_cores       | 0                                                                                                           | 0                                                                                                           |
 |  date                         | 2024-03-01 00:43:35                                                                                         | 2024-03-01 04:48:15                                                                                         |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                     | {'default': {'encoding': 'Dictionary'}}                                                                     |
 |  max_duration                 | 1200000000000                                                                                               | 1200000000000                                                                                               |
 |  max_runs                     | -1                                                                                                          | -1                                                                                                          |
 |  time_unit                    | ns                                                                                                          | ns                                                                                                          |
 |  using_scheduler              | True                                                                                                        | True                                                                                                        |
 |  utilized_cores_per_numa_node | [64]                                                                                                        | [64]                                                                                                        |
 |  verify                       | False                                                                                                       | False                                                                                                       |
 |  warmup_duration              | 0                                                                                                           | 0                                                                                                           |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   631.03 |   825.38 |  +31%  ||     1.00 |     0.98 |   -2%  |  0.0000 |
+| 03      ||   265.71 |   281.15 |   +6%  ||     1.00 |     0.98 |   -2%  |  0.6014 |
+| 06      ||   932.11 |   968.18 |   +4%  ||     1.00 |     0.98 |   -2%  |  0.6059 |
+| 07      ||   969.44 |   884.87 |   -9%  ||     1.00 |     0.98 |   -2%  |  0.2030 |
+| 09      ||   795.72 |   938.48 |  +18%  ||     1.00 |     0.98 |   -2%  |  0.0280 |
+| 10      ||   766.55 |   853.68 |  +11%  ||     0.99 |     0.98 |   -2%  |  0.2426 |
+| 13      ||  1753.55 |  1804.81 |   +3%  ||     0.99 |     0.98 |   -2%  |  0.5892 |
+| 15      ||   477.48 |   449.52 |   -6%  ||     1.00 |     0.98 |   -2%  |  0.4685 |
+| 16      ||   465.59 |   519.56 |  +12%  ||     1.00 |     0.98 |   -2%  |  0.3053 |
+| 17      ||  1337.77 |  1312.37 |   -2%  ||     1.00 |     0.97 |   -2%  |  0.7608 |
+| 19      ||   648.58 |   711.11 |  +10%  ||     1.00 |     0.97 |   -2%  |  0.2950 |
+| 25      ||  1041.25 |  1127.32 |   +8%  ||     1.00 |     0.98 |   -2%  |  0.2827 |
+| 26      ||   580.99 |   629.32 |   +8%  ||     1.00 |     0.98 |   -2%  |  0.4515 |
+| 28      ||  1628.57 |  1694.20 |   +4%  ||     1.00 |     0.98 |   -2%  |  0.5424 |
+| 29      ||  1771.81 |  1779.10 |   +0%  ||     0.99 |     0.98 |   -2%  |  0.9397 |
+| 31      ||  3061.40 |  2954.45 |   -3%  ||     0.99 |     0.97 |   -2%  |  0.4381 |
+| 32      ||   210.63 |   180.62 |  -14%  ||     1.00 |     0.98 |   -2%  |  0.2883 |
+| 34      ||   725.72 |   773.18 |   +7%  ||     1.00 |     0.98 |   -2%  |  0.4197 |
+| 35      ||  2180.09 |  2190.11 |   +0%  ||     0.99 |     0.97 |   -2%  |  0.9239 |
+| 37      ||   903.78 |   921.10 |   +2%  ||     1.00 |     0.98 |   -2%  |  0.7731 |
+| 39a     ||  2658.64 |  2819.07 |   +6%  ||     0.99 |     0.97 |   -2%  |  0.0882 |
+| 39b     ||  2702.76 |  2830.13 |   +5%  ||     1.00 |     0.97 |   -2%  |  0.1809 |
+| 41      ||  3763.49 |  3869.81 |   +3%  ||     0.99 |     0.97 |   -2%  |  0.4722 |
+| 42      ||   480.10 |   488.73 |   +2%  ||     0.99 |     0.98 |   -2%  |  0.8692 |
+| 43      ||  1537.25 |  1605.63 |   +4%  ||     1.00 |     0.98 |   -2%  |  0.4130 |
+| 45      ||   775.42 |   813.19 |   +5%  ||     1.00 |     0.98 |   -2%  |  0.5565 |
+| 48      ||  2467.88 |  2549.97 |   +3%  ||     0.99 |     0.98 |   -2%  |  0.4651 |
+| 50      ||  1036.84 |  1021.57 |   -1%  ||     0.99 |     0.97 |   -2%  |  0.8259 |
+| 52      ||   535.95 |   491.06 |   -8%  ||     1.00 |     0.98 |   -2%  |  0.4352 |
+| 55      ||   457.18 |   503.65 |  +10%  ||     1.00 |     0.98 |   -2%  |  0.4017 |
+| 62      ||  1043.63 |  1058.67 |   +1%  ||     0.99 |     0.98 |   -2%  |  0.8040 |
+| 65      ||  4485.63 |  4342.68 |   -3%  ||     0.99 |     0.97 |   -2%  |  0.0874 |
+| 69      ||  1032.22 |   993.63 |   -4%  ||     0.99 |     0.98 |   -2%  |  0.6464 |
+| 73      ||   581.55 |   469.38 |  -19%  ||     1.00 |     0.98 |   -2%  |  0.0347 |
+| 79      ||  1575.38 |  1560.75 |   -1%  ||     1.00 |     0.98 |   -2%  |  0.8345 |
+| 81      ||   668.20 |   678.02 |   +1%  ||     1.00 |     0.98 |   -2%  |  0.8453 |
+| 82      ||  1030.53 |  1039.44 |   +1%  ||     1.00 |     0.98 |   -2%  |  0.9036 |
+| 83      ||   316.30 |   349.56 |  +11%  ||     1.00 |     0.98 |   -2%  |  0.4171 |
+| 85      ||   878.62 |   988.56 |  +13%  ||     1.00 |     0.97 |   -2%  |  0.1749 |
+| 88      ||  2915.29 |  2904.55 |   -0%  ||     1.00 |     0.97 |   -2%  |  0.9409 |
+| 91      ||   218.15 |   286.80 |  +31%  ||     1.00 |     0.98 |   -2%  |  0.1624 |
+| 92      ||   269.33 |   291.76 |   +8%  ||     1.00 |     0.98 |   -2%  |  0.5224 |
+| 93      ||  2247.27 |  2250.19 |   +0%  ||     0.99 |     0.98 |   -2%  |  0.9749 |
+| 94      ||   477.66 |   562.70 |  +18%  ||     1.00 |     0.98 |   -2%  |  0.1603 |
+| 95      ||  2348.61 |  2298.36 |   -2%  ||     1.00 |     0.97 |   -2%  |  0.6387 |
+| 96      ||   387.51 |   465.27 |  +20%  ||     1.00 |     0.98 |   -2%  |  0.0875 |
+| 97      ||  4309.56 |  4444.45 |   +3%  ||     0.99 |     0.97 |   -2%  |  0.2077 |
+| 99      ||  1359.24 |  1369.38 |   +1%  ||     1.00 |     0.98 |   -2%  |  0.8708 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 63707.96 | 65145.49 |   +2%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -2%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_044e600db1dab827693023c0766273b0a40d4606_st.json |
 +-------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                             | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                             |
 |  benchmark_mode         | Shuffled                                                                                                   | Shuffled                                                                                                   |
 |  build_type             | release                                                                                                    | release                                                                                                    |
 |  chunk_indexes          | False                                                                                                      | False                                                                                                      |
 |  chunk_size             | 65535                                                                                                      | 65535                                                                                                      |
 |  clients                | 1                                                                                                          | 1                                                                                                          |
 |  compiler               | clang 17.0.2                                                                                               | clang 17.0.2                                                                                               |
 |  cores                  | 0                                                                                                          | 0                                                                                                          |
 |  data_preparation_cores | 0                                                                                                          | 0                                                                                                          |
 |  date                   | 2024-03-01 01:04:06                                                                                        | 2024-03-01 05:08:45                                                                                        |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                    |
 |  max_duration           | 60000000000                                                                                                | 60000000000                                                                                                |
 |  max_runs               | -1                                                                                                         | -1                                                                                                         |
 |  scale_factor           | 10                                                                                                         | 10                                                                                                         |
 |  time_unit              | ns                                                                                                         | ns                                                                                                         |
 |  using_scheduler        | False                                                                                                      | False                                                                                                      |
 |  verify                 | False                                                                                                      | False                                                                                                      |
 |  warmup_duration        | 0                                                                                                          | 0                                                                                                          |
 +-------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
+|              ||      old |     new |        ||      old |      new |        |                      |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Delivery     ||    63.63 |   63.84 |   +0%  ||     1.53 |     1.55 |   +1%  | (run time too short) |
+| New-Order    ||    44.46 |   43.21 |   -3%  ||    17.09 |    17.51 |   +2%  |               0.0368 |
+| Order-Status ||     2.26 |    2.08 |   -8%  ||     1.52 |     1.55 |   +2%  | (run time too short) |
+| Payment      ||     8.19 |    8.12 |   -1%  ||    16.21 |    16.61 |   +2%  |               0.2323 |
+| Stock-Level  ||     3.67 |    3.54 |   -4%  ||     1.52 |     1.53 |   +1%  | (run time too short) |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum          ||   122.21 |  120.79 |   -1%  ||          |          |        |                      |
+| Geomean      ||          |         |        ||          |          |   +2%  |                      |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_044e600db1dab827693023c0766273b0a40d4606_mt.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                             | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                             |
 |  benchmark_mode               | Shuffled                                                                                                   | Shuffled                                                                                                   |
 |  build_type                   | release                                                                                                    | release                                                                                                    |
 |  chunk_indexes                | False                                                                                                      | False                                                                                                      |
 |  chunk_size                   | 65535                                                                                                      | 65535                                                                                                      |
 |  clients                      | 64                                                                                                         | 64                                                                                                         |
 |  compiler                     | clang 17.0.2                                                                                               | clang 17.0.2                                                                                               |
 |  cores                        | 64                                                                                                         | 64                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                          | 0                                                                                                          |
 |  date                         | 2024-03-01 01:05:14                                                                                        | 2024-03-01 05:09:54                                                                                        |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                    |
 |  max_duration                 | 1200000000000                                                                                              | 1200000000000                                                                                              |
 |  max_runs                     | -1                                                                                                         | -1                                                                                                         |
 |  scale_factor                 | 10                                                                                                         | 10                                                                                                         |
 |  time_unit                    | ns                                                                                                         | ns                                                                                                         |
 |  using_scheduler              | True                                                                                                       | True                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                       | [64]                                                                                                       |
 |  verify                       | False                                                                                                      | False                                                                                                      |
 |  warmup_duration              | 0                                                                                                          | 0                                                                                                          |
 +-------------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|              ||      old |     new |        ||      old |      new |        |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||   311.95 |  317.17 |   +2%  ||    18.17 |    17.83 |   -2%  |  0.0000 |
+|    unsucc.:  ||     4.02 |    4.04 |   +0%  ||    21.05 |    20.78 |   -1%  |         |
+| New-Order    ||   191.62 |  194.85 |   +2%  ||   224.87 |   222.73 |   -1%  |  0.0000 |
+|    unsucc.:  ||    11.21 |   10.46 |   -7%  ||   216.37 |   211.67 |   -2%  |         |
+| Order-Status ||    13.25 |   13.58 |   +2%  ||    39.23 |    38.62 |   -2%  |  0.0082 |
+| Payment      ||    32.09 |   32.63 |   +2%  ||   122.21 |   120.16 |   -2%  |  0.0000 |
+|    unsucc.:  ||     7.33 |    7.45 |   +2%  ||   299.46 |   294.96 |   -2%  |         |
+| Stock-Level  ||    22.66 |   23.11 |   +2%  ||    39.22 |    38.61 |   -2%  |  0.1522 |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Sum          ||   571.57 |  581.34 |   +2%  ||          |          |        |         |
+| Geomean      ||          |         |        ||          |          |   -2%  |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: +0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_044e600db1dab827693023c0766273b0a40d4606_st.json |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                                  | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                                  |
 |  benchmark_mode         | Ordered                                                                                                         | Ordered                                                                                                         |
 |  build_type             | release                                                                                                         | release                                                                                                         |
 |  chunk_indexes          | False                                                                                                           | False                                                                                                           |
 |  chunk_size             | 65535                                                                                                           | 65535                                                                                                           |
 |  clients                | 1                                                                                                               | 1                                                                                                               |
 |  compiler               | clang 17.0.2                                                                                                    | clang 17.0.2                                                                                                    |
 |  cores                  | 0                                                                                                               | 0                                                                                                               |
 |  data_preparation_cores | 0                                                                                                               | 0                                                                                                               |
 |  date                   | 2024-03-01 01:25:29                                                                                             | 2024-03-01 05:30:09                                                                                             |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                         |
 |  max_duration           | 60000000000                                                                                                     | 60000000000                                                                                                     |
 |  max_runs               | 100                                                                                                             | 100                                                                                                             |
 |  time_unit              | ns                                                                                                              | ns                                                                                                              |
 |  using_scheduler        | False                                                                                                           | False                                                                                                           |
 |  verify                 | False                                                                                                           | False                                                                                                           |
 |  warmup_duration        | 1000000000                                                                                                      | 1000000000                                                                                                      |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   132.10 |   122.96 |   -7%˄ ||     7.57 |     8.13 |   +7%˄ |  0.0000 |
+| 10b     ||    89.48 |    77.37 |  -14%˄ ||    11.17 |    12.92 |  +16%˄ |  0.0000 |
+| 10c     ||   439.10 |   441.53 |   +1%˄ ||     2.28 |     2.26 |   -1%˄ |  0.0141 |
+| 11a     ||   131.13 |   129.43 |   -1%˄ ||     7.63 |     7.73 |   +1%˄ |  0.0000 |
+| 11b     ||   125.98 |   125.47 |   -0%˄ ||     7.94 |     7.97 |   +0%˄ |  0.0804 |
+| 11c     ||    28.64 |    28.66 |   +0%˄ ||    34.91 |    34.89 |   -0%˄ |  0.5976 |
+| 11d     ||    31.31 |    31.38 |   +0%˄ ||    31.93 |    31.86 |   -0%˄ |  0.0133 |
+| 12a     ||    41.25 |    41.23 |   -0%˄ ||    24.24 |    24.25 |   +0%˄ |  0.6650 |
+| 12b     ||    33.26 |    33.35 |   +0%˄ ||    30.06 |    29.98 |   -0%˄ |  0.0213 |
+| 12c     ||   105.86 |   106.46 |   +1%˄ ||     9.45 |     9.39 |   -1%˄ |  0.1380 |
+| 13a     ||   237.70 |   237.31 |   -0%˄ ||     4.21 |     4.21 |   +0%˄ |  0.0001 |
+| 13b     ||   290.03 |   290.96 |   +0%˄ ||     3.45 |     3.44 |   -0%˄ |  0.0043 |
+| 13c     ||   233.52 |   234.02 |   +0%˄ ||     4.28 |     4.27 |   -0%˄ |  0.5920 |
+| 13d     ||   615.07 |   621.56 |   +1%  ||     1.63 |     1.61 |   -1%  |  0.0000 |
+| 14a     ||   144.01 |   145.08 |   +1%˄ ||     6.94 |     6.89 |   -1%˄ |  0.0051 |
+| 14b     ||   142.80 |   143.28 |   +0%˄ ||     7.00 |     6.98 |   -0%˄ |  0.0248 |
+| 14c     ||   265.00 |   246.02 |   -7%˄ ||     3.77 |     4.06 |   +8%˄ |  0.0000 |
+| 15a     ||    63.55 |    63.60 |   +0%˄ ||    15.73 |    15.72 |   -0%˄ |  0.5274 |
+| 15b     ||    67.93 |    68.09 |   +0%˄ ||    14.72 |    14.68 |   -0%˄ |  0.2084 |
+| 15c     ||    52.11 |    51.96 |   -0%˄ ||    19.19 |    19.24 |   +0%˄ |  0.0000 |
+| 15d     ||    50.96 |    50.60 |   -1%˄ ||    19.62 |    19.76 |   +1%˄ |  0.0000 |
+| 16a     ||  1909.15 |  1949.57 |   +2%  ||     0.52 |     0.51 |   -2%  |  0.0151 |
+| 16b     ||  3234.45 |  3277.68 |   +1%  ||     0.31 |     0.31 |   -1%  |  0.0002 |
+| 16c     ||  2136.87 |  2154.96 |   +1%  ||     0.47 |     0.46 |   -1%  |  0.0040 |
+| 16d     ||  2093.59 |  2100.67 |   +0%  ||     0.48 |     0.48 |   -0%  |  0.1573 |
+| 17a     ||   755.99 |   762.24 |   +1%  ||     1.32 |     1.31 |   -1%  |  0.0004 |
+| 17b     ||   627.55 |   631.40 |   +1%  ||     1.59 |     1.58 |   -1%  |  0.0004 |
+| 17c     ||   603.89 |   606.81 |   +0%˄ ||     1.66 |     1.65 |   -0%˄ |  0.0180 |
+| 17d     ||   669.97 |   672.02 |   +0%  ||     1.49 |     1.49 |   -0%  |  0.0243 |
+| 17e     ||  2173.58 |  2189.33 |   +1%  ||     0.46 |     0.46 |   -1%  |  0.0000 |
+| 17f     ||  1254.54 |  1261.16 |   +1%  ||     0.80 |     0.79 |   -1%  |  0.0157 |
+| 18a     ||   149.66 |   149.37 |   -0%˄ ||     6.68 |     6.69 |   +0%˄ |  0.0510 |
+| 18b     ||   142.67 |   142.13 |   -0%˄ ||     7.01 |     7.04 |   +0%˄ |  0.0035 |
+| 18c     ||   291.36 |   289.71 |   -1%˄ ||     3.43 |     3.45 |   +1%˄ |  0.0054 |
+| 19a     ||   268.73 |   268.80 |   +0%˄ ||     3.72 |     3.72 |   -0%˄ |  0.7773 |
+| 19b     ||   230.67 |   230.91 |   +0%˄ ||     4.34 |     4.33 |   -0%˄ |  0.5858 |
+| 19c     ||   316.01 |   316.42 |   +0%˄ ||     3.16 |     3.16 |   -0%˄ |  0.3167 |
+| 19d     ||   818.48 |   825.03 |   +1%  ||     1.22 |     1.21 |   -1%  |  0.0000 |
+| 1a      ||    13.49 |    13.73 |   +2%˄ ||    74.11 |    72.83 |   -2%˄ |  0.0000 |
+| 1b      ||    21.02 |    21.74 |   +3%˄ ||    47.57 |    45.99 |   -3%˄ |  0.0000 |
+| 1c      ||    20.89 |    20.72 |   -1%˄ ||    47.86 |    48.26 |   +1%˄ |  0.0494 |
+| 1d      ||    12.76 |    13.13 |   +3%˄ ||    78.35 |    76.14 |   -3%˄ |  0.0000 |
+| 20a     ||   760.79 |   761.21 |   +0%  ||     1.31 |     1.31 |   -0%  |  0.6978 |
+| 20b     ||   792.32 |   790.09 |   -0%  ||     1.26 |     1.27 |   +0%  |  0.0000 |
+| 20c     ||   468.27 |   466.10 |   -0%˄ ||     2.14 |     2.15 |   +0%˄ |  0.0041 |
+| 21a     ||   146.77 |   145.87 |   -1%˄ ||     6.81 |     6.86 |   +1%˄ |  0.0000 |
+| 21b     ||   136.38 |   135.02 |   -1%˄ ||     7.33 |     7.41 |   +1%˄ |  0.0000 |
+| 21c     ||   141.85 |   140.94 |   -1%˄ ||     7.05 |     7.09 |   +1%˄ |  0.0000 |
+| 22a     ||   233.65 |   233.38 |   -0%˄ ||     4.28 |     4.28 |   +0%˄ |  0.5860 |
+| 22b     ||   213.22 |   213.72 |   +0%˄ ||     4.69 |     4.68 |   -0%˄ |  0.0007 |
+| 22c     ||   313.91 |   315.35 |   +0%˄ ||     3.19 |     3.17 |   -0%˄ |  0.0227 |
+| 22d     ||   488.69 |   484.64 |   -1%˄ ||     2.05 |     2.06 |   +1%˄ |  0.0000 |
+| 23a     ||    56.41 |    56.43 |   +0%˄ ||    17.73 |    17.72 |   -0%˄ |  0.4990 |
+| 23b     ||    72.21 |    72.10 |   -0%˄ ||    13.85 |    13.87 |   +0%˄ |  0.7286 |
+| 23c     ||    61.90 |    62.03 |   +0%˄ ||    16.15 |    16.12 |   -0%˄ |  0.0018 |
+| 24a     ||   233.01 |   233.22 |   +0%˄ ||     4.29 |     4.29 |   -0%˄ |  0.2318 |
+| 24b     ||   224.61 |   224.13 |   -0%˄ ||     4.45 |     4.46 |   +0%˄ |  0.0000 |
+| 25a     ||   151.87 |   152.14 |   +0%˄ ||     6.58 |     6.57 |   -0%˄ |  0.4182 |
+| 25b     ||    87.09 |    87.09 |   -0%˄ ||    11.48 |    11.48 |   -0%˄ |  0.9994 |
+| 25c     ||   353.02 |   354.18 |   +0%˄ ||     2.83 |     2.82 |   -0%˄ |  0.1584 |
+| 26a     ||   262.78 |   262.75 |   -0%˄ ||     3.81 |     3.81 |   +0%˄ |  0.9454 |
+| 26b     ||   228.50 |   228.70 |   +0%˄ ||     4.38 |     4.37 |   -0%˄ |  0.7073 |
+| 26c     ||   443.90 |   442.26 |   -0%˄ ||     2.25 |     2.26 |   +0%˄ |  0.0000 |
+| 27a     ||   131.34 |   137.19 |   +4%˄ ||     7.61 |     7.29 |   -4%˄ |  0.0129 |
+| 27b     ||   119.63 |   120.49 |   +1%˄ ||     8.36 |     8.30 |   -1%˄ |  0.2433 |
+| 27c     ||   141.74 |   140.45 |   -1%˄ ||     7.06 |     7.12 |   +1%˄ |  0.0000 |
+| 28a     ||   256.91 |   256.60 |   -0%˄ ||     3.89 |     3.90 |   +0%˄ |  0.4736 |
+| 28b     ||    96.17 |    96.30 |   +0%˄ ||    10.40 |    10.38 |   -0%˄ |  0.0852 |
+| 28c     ||   236.28 |   235.08 |   -1%˄ ||     4.23 |     4.25 |   +1%˄ |  0.0012 |
+| 29a     ||   183.68 |   183.97 |   +0%˄ ||     5.44 |     5.44 |   -0%˄ |  0.0701 |
+| 29b     ||   871.19 |   847.66 |   -3%  ||     1.15 |     1.18 |   +3%  |  0.0000 |
+| 29c     ||   238.18 |   238.11 |   -0%˄ ||     4.20 |     4.20 |   +0%˄ |  0.6604 |
+| 2a      ||    43.86 |    44.07 |   +0%˄ ||    22.80 |    22.69 |   -0%˄ |  0.0000 |
+| 2b      ||    40.24 |    40.43 |   +0%˄ ||    24.85 |    24.73 |   -0%˄ |  0.0000 |
+| 2c      ||    34.27 |    34.30 |   +0%˄ ||    29.18 |    29.15 |   -0%˄ |  0.1668 |
+| 2d      ||    86.51 |    85.68 |   -1%˄ ||    11.56 |    11.67 |   +1%˄ |  0.0660 |
+| 30a     ||   129.87 |   129.15 |   -1%˄ ||     7.70 |     7.74 |   +1%˄ |  0.0007 |
+| 30b     ||   130.94 |   129.73 |   -1%˄ ||     7.64 |     7.71 |   +1%˄ |  0.0017 |
+| 30c     ||   230.11 |   230.70 |   +0%˄ ||     4.35 |     4.33 |   -0%˄ |  0.0015 |
+| 31a     ||   107.70 |   107.81 |   +0%˄ ||     9.28 |     9.28 |   -0%˄ |  0.7762 |
+| 31b     ||   104.74 |   104.68 |   -0%˄ ||     9.55 |     9.55 |   +0%˄ |  0.4076 |
+| 31c     ||   120.66 |   120.39 |   -0%˄ ||     8.29 |     8.31 |   +0%˄ |  0.4121 |
+| 32a     ||    23.02 |    23.11 |   +0%˄ ||    43.43 |    43.26 |   -0%˄ |  0.0038 |
+| 32b     ||    53.45 |    52.35 |   -2%˄ ||    18.71 |    19.10 |   +2%˄ |  0.0000 |
+| 33a     ||    46.01 |    45.94 |   -0%˄ ||    21.73 |    21.76 |   +0%˄ |  0.3984 |
+| 33b     ||    28.11 |    28.14 |   +0%˄ ||    35.57 |    35.53 |   -0%˄ |  0.3009 |
+| 33c     ||    59.64 |    59.38 |   -0%˄ ||    16.77 |    16.84 |   +0%˄ |  0.0016 |
+| 3a      ||   102.73 |   102.64 |   -0%˄ ||     9.73 |     9.74 |   +0%˄ |  0.4675 |
+| 3b      ||    23.31 |    23.37 |   +0%˄ ||    42.88 |    42.78 |   -0%˄ |  0.2443 |
+| 3c      ||   297.54 |   297.83 |   +0%˄ ||     3.36 |     3.36 |   -0%˄ |  0.6943 |
+| 4a      ||   197.84 |   198.46 |   +0%˄ ||     5.05 |     5.04 |   -0%˄ |  0.1230 |
+| 4b      ||    21.76 |    21.54 |   -1%˄ ||    45.94 |    46.42 |   +1%˄ |  0.0029 |
+| 4c      ||   250.09 |   252.12 |   +1%˄ ||     4.00 |     3.97 |   -1%˄ |  0.0003 |
+| 5a      ||    65.19 |    66.70 |   +2%˄ ||    15.34 |    14.99 |   -2%˄ |  0.0000 |
+| 5b      ||    61.90 |    62.40 |   +1%˄ ||    16.15 |    16.02 |   -1%˄ |  0.0000 |
+| 5c      ||   112.81 |   112.71 |   -0%˄ ||     8.86 |     8.87 |   +0%˄ |  0.2695 |
+| 6a      ||   220.55 |   221.69 |   +1%˄ ||     4.53 |     4.51 |   -1%˄ |  0.0310 |
+| 6b      ||   238.20 |   239.02 |   +0%˄ ||     4.20 |     4.18 |   -0%˄ |  0.0103 |
+| 6c      ||   206.80 |   207.52 |   +0%˄ ||     4.84 |     4.82 |   -0%˄ |  0.1242 |
+| 6d      ||   559.58 |   559.06 |   -0%˄ ||     1.79 |     1.79 |   +0%˄ |  0.3767 |
+| 6e      ||   217.56 |   216.43 |   -1%˄ ||     4.60 |     4.62 |   +1%˄ |  0.0779 |
+| 6f      ||  1044.38 |  1049.12 |   +0%  ||     0.96 |     0.95 |   -0%  |  0.0397 |
+| 7a      ||    93.02 |    93.11 |   +0%˄ ||    10.75 |    10.74 |   -0%˄ |  0.2268 |
+| 7b      ||    84.64 |    84.23 |   -0%˄ ||    11.81 |    11.87 |   +0%˄ |  0.0000 |
+| 7c      ||   717.92 |   722.65 |   +1%  ||     1.39 |     1.38 |   -1%  |  0.0013 |
+| 8a      ||   186.84 |   187.80 |   +1%˄ ||     5.35 |     5.32 |   -1%˄ |  0.0000 |
+| 8b      ||   180.67 |   180.83 |   +0%˄ ||     5.53 |     5.53 |   -0%˄ |  0.1899 |
+| 8c      ||  2215.17 |  2225.88 |   +0%  ||     0.45 |     0.45 |   -0%  |  0.0398 |
+| 8d      ||   360.87 |   365.19 |   +1%˄ ||     2.77 |     2.74 |   -1%˄ |  0.0000 |
+| 9a      ||   324.11 |   323.64 |   -0%˄ ||     3.09 |     3.09 |   +0%˄ |  0.0526 |
+| 9b      ||   214.82 |   214.30 |   -0%˄ ||     4.65 |     4.67 |   +0%˄ |  0.0000 |
+| 9c      ||   351.18 |   349.86 |   -0%˄ ||     2.85 |     2.86 |   +0%˄ |  0.0008 |
+| 9d      ||   565.91 |   570.41 |   +1%˄ ||     1.77 |     1.75 |   -1%˄ |  0.0000 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 39366.93 | 39489.40 |   +0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +0%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                            |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: +0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_044e600db1dab827693023c0766273b0a40d4606_mt.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                                  | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                                  |
 |  benchmark_mode               | Shuffled                                                                                                        | Shuffled                                                                                                        |
 |  build_type                   | release                                                                                                         | release                                                                                                         |
 |  chunk_indexes                | False                                                                                                           | False                                                                                                           |
 |  chunk_size                   | 65535                                                                                                           | 65535                                                                                                           |
 |  clients                      | 64                                                                                                              | 64                                                                                                              |
 |  compiler                     | clang 17.0.2                                                                                                    | clang 17.0.2                                                                                                    |
 |  cores                        | 64                                                                                                              | 64                                                                                                              |
 |  data_preparation_cores       | 0                                                                                                               | 0                                                                                                               |
 |  date                         | 2024-03-01 02:13:12                                                                                             | 2024-03-01 06:17:47                                                                                             |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                         |
 |  max_duration                 | 1200000000000                                                                                                   | 1200000000000                                                                                                   |
 |  max_runs                     | -1                                                                                                              | -1                                                                                                              |
 |  time_unit                    | ns                                                                                                              | ns                                                                                                              |
 |  using_scheduler              | True                                                                                                            | True                                                                                                            |
 |  utilized_cores_per_numa_node | [64]                                                                                                            | [64]                                                                                                            |
 |  verify                       | False                                                                                                           | False                                                                                                           |
 |  warmup_duration              | 0                                                                                                               | 0                                                                                                               |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   213.44 |   232.58 |   +9%  ||     1.11 |     1.11 |   +0%  |  0.4070 |
+| 10b     ||   165.64 |   139.36 |  -16%  ||     1.11 |     1.11 |   +0%  |  0.1550 |
+| 10c     ||   594.67 |   600.95 |   +1%  ||     1.11 |     1.11 |   -0%  |  0.8366 |
+| 11a     ||   143.97 |   146.08 |   +1%  ||     1.11 |     1.11 |   -0%  |  0.9158 |
+| 11b     ||   131.78 |   108.23 |  -18%  ||     1.11 |     1.11 |   +0%  |  0.1437 |
+| 11c     ||    95.95 |    97.18 |   +1%  ||     1.11 |     1.11 |   +0%  |  0.9066 |
+| 11d     ||   102.49 |    97.52 |   -5%  ||     1.11 |     1.11 |   +0%  |  0.6748 |
+| 12a     ||   177.09 |   169.01 |   -5%  ||     1.11 |     1.11 |   -0%  |  0.6843 |
+| 12b     ||   100.54 |   104.69 |   +4%  ||     1.11 |     1.11 |   +0%  |  0.8111 |
+| 12c     ||   403.67 |   384.14 |   -5%  ||     1.11 |     1.11 |   +0%  |  0.5066 |
+| 13a     ||   533.59 |   559.34 |   +5%  ||     1.11 |     1.11 |   +0%  |  0.4344 |
+| 13b     ||   368.70 |   385.80 |   +5%  ||     1.11 |     1.11 |   -0%  |  0.5432 |
+| 13c     ||   386.59 |   350.69 |   -9%  ||     1.11 |     1.11 |   +0%  |  0.2445 |
+| 13d     ||  1088.37 |  1008.16 |   -7%  ||     1.11 |     1.11 |   +0%  |  0.0542 |
+| 14a     ||   491.58 |   507.98 |   +3%  ||     1.11 |     1.11 |   +0%  |  0.6594 |
+| 14b     ||   457.70 |   439.17 |   -4%  ||     1.11 |     1.11 |   +0%  |  0.5148 |
+| 14c     ||   638.94 |   676.83 |   +6%  ||     1.11 |     1.11 |   +0%  |  0.3245 |
+| 15a     ||   130.21 |   126.89 |   -3%  ||     1.11 |     1.11 |   -0%  |  0.7965 |
+| 15b     ||   145.52 |   122.01 |  -16%  ||     1.11 |     1.11 |   -0%  |  0.2389 |
+| 15c     ||   164.82 |   144.36 |  -12%  ||     1.11 |     1.11 |   +0%  |  0.2258 |
+| 15d     ||   164.56 |   167.13 |   +2%  ||     1.11 |     1.11 |   +0%  |  0.8916 |
+| 16a     ||  1684.78 |  1763.86 |   +5%  ||     1.11 |     1.11 |   -0%  |  0.1234 |
+| 16b     ||  3266.72 |  3255.80 |   -0%  ||     1.11 |     1.11 |   +0%  |  0.8313 |
+| 16c     ||  1983.91 |  1951.45 |   -2%  ||     1.11 |     1.11 |   +0%  |  0.5185 |
+| 16d     ||  1949.47 |  1944.00 |   -0%  ||     1.11 |     1.11 |   +0%  |  0.9181 |
+| 17a     ||   953.27 |  1011.47 |   +6%  ||     1.11 |     1.11 |   +0%  |  0.2042 |
+| 17b     ||   684.86 |   685.21 |   +0%  ||     1.11 |     1.11 |   +0%  |  0.9921 |
+| 17c     ||   625.41 |   669.96 |   +7%  ||     1.11 |     1.11 |   +0%  |  0.2107 |
+| 17d     ||   646.70 |   668.28 |   +3%  ||     1.11 |     1.11 |   +0%  |  0.5763 |
+| 17e     ||  1783.03 |  1769.32 |   -1%  ||     1.11 |     1.11 |   +0%  |  0.7609 |
+| 17f     ||  1257.23 |  1274.67 |   +1%  ||     1.11 |     1.11 |   +0%  |  0.7249 |
+| 18a     ||   293.26 |   303.58 |   +4%  ||     1.11 |     1.11 |   +0%  |  0.7054 |
+| 18b     ||   436.43 |   466.02 |   +7%  ||     1.11 |     1.11 |   -0%  |  0.3985 |
+| 18c     ||   710.38 |   729.35 |   +3%  ||     1.11 |     1.11 |   +0%  |  0.6805 |
+| 19a     ||   681.01 |   613.34 |  -10%  ||     1.11 |     1.11 |   +0%  |  0.1137 |
+| 19b     ||   444.11 |   454.10 |   +2%  ||     1.11 |     1.11 |   +0%  |  0.7700 |
+| 19c     ||   745.29 |   737.48 |   -1%  ||     1.11 |     1.11 |   +0%  |  0.8554 |
+| 19d     ||  1509.10 |  1598.59 |   +6%  ||     1.11 |     1.11 |   +0%  |  0.0908 |
+| 1a      ||    50.64 |    44.10 |  -13%  ||     1.11 |     1.11 |   +0%  |  0.4922 |
+| 1b      ||    64.77 |    64.27 |   -1%  ||     1.11 |     1.11 |   +0%  |  0.9747 |
+| 1c      ||    62.02 |    57.92 |   -7%  ||     1.11 |     1.11 |   -0%  |  0.6864 |
+| 1d      ||    38.69 |    36.40 |   -6%  ||     1.11 |     1.11 |   +0%  |  0.7382 |
+| 20a     ||   518.67 |   481.80 |   -7%  ||     1.11 |     1.11 |   +0%  |  0.2817 |
+| 20b     ||   441.38 |   448.59 |   +2%  ||     1.11 |     1.11 |   +0%  |  0.8164 |
+| 20c     ||   367.68 |   420.13 |  +14%  ||     1.11 |     1.11 |   +0%  |  0.0512 |
+| 21a     ||   216.48 |   201.73 |   -7%  ||     1.11 |     1.11 |   +0%  |  0.5556 |
+| 21b     ||   168.16 |   155.39 |   -8%  ||     1.11 |     1.11 |   +0%  |  0.5547 |
+| 21c     ||   202.61 |   219.98 |   +9%  ||     1.11 |     1.11 |   +0%  |  0.4612 |
+| 22a     ||   555.46 |   611.09 |  +10%  ||     1.11 |     1.11 |   -0%  |  0.1974 |
+| 22b     ||   465.32 |   443.93 |   -5%  ||     1.11 |     1.11 |   +0%  |  0.5510 |
+| 22c     ||   776.01 |   754.78 |   -3%  ||     1.11 |     1.11 |   +0%  |  0.5975 |
+| 22d     ||  1041.02 |  1036.29 |   -0%  ||     1.11 |     1.11 |   +0%  |  0.9202 |
+| 23a     ||   172.08 |   204.63 |  +19%  ||     1.11 |     1.11 |   +0%  |  0.1842 |
+| 23b     ||   137.51 |   133.07 |   -3%  ||     1.11 |     1.11 |   +0%  |  0.7905 |
+| 23c     ||   205.36 |   185.98 |   -9%  ||     1.11 |     1.11 |   +0%  |  0.3845 |
+| 24a     ||   471.10 |   455.78 |   -3%  ||     1.11 |     1.11 |   +0%  |  0.6750 |
+| 24b     ||   345.02 |   367.03 |   +6%  ||     1.11 |     1.11 |   -0%  |  0.5098 |
+| 25a     ||   523.68 |   464.37 |  -11%  ||     1.11 |     1.11 |   -0%  |  0.0934 |
+| 25b     ||   246.00 |   253.27 |   +3%  ||     1.11 |     1.11 |   -0%  |  0.7945 |
+| 25c     ||   994.34 |   962.19 |   -3%  ||     1.11 |     1.11 |   +0%  |  0.4905 |
+| 26a     ||   434.88 |   400.43 |   -8%  ||     1.11 |     1.11 |   +0%  |  0.1650 |
+| 26b     ||   305.18 |   288.72 |   -5%  ||     1.11 |     1.11 |   -0%  |  0.5269 |
+| 26c     ||   618.77 |   633.89 |   +2%  ||     1.11 |     1.11 |   +0%  |  0.6268 |
+| 27a     ||   191.92 |   218.64 |  +14%  ||     1.11 |     1.11 |   -0%  |  0.2451 |
+| 27b     ||   214.33 |   185.64 |  -13%  ||     1.11 |     1.11 |   +0%  |  0.2151 |
+| 27c     ||   234.48 |   223.15 |   -5%  ||     1.11 |     1.11 |   +0%  |  0.6778 |
+| 28a     ||   727.85 |   738.26 |   +1%  ||     1.11 |     1.11 |   +0%  |  0.7883 |
+| 28b     ||   279.13 |   300.82 |   +8%  ||     1.11 |     1.11 |   +0%  |  0.4053 |
+| 28c     ||   757.53 |   704.76 |   -7%  ||     1.11 |     1.11 |   +0%  |  0.2165 |
+| 29a     ||   309.10 |   319.78 |   +3%  ||     1.11 |     1.11 |   +0%  |  0.7093 |
+| 29b     ||   437.48 |   394.95 |  -10%  ||     1.11 |     1.11 |   +0%  |  0.2165 |
+| 29c     ||   436.52 |   427.97 |   -2%  ||     1.11 |     1.11 |   +0%  |  0.8020 |
+| 2a      ||   156.69 |   153.99 |   -2%  ||     1.11 |     1.11 |   +0%  |  0.8760 |
+| 2b      ||   143.49 |   143.65 |   +0%  ||     1.11 |     1.11 |   +0%  |  0.9923 |
+| 2c      ||   101.77 |   111.72 |  +10%  ||     1.11 |     1.11 |   +0%  |  0.4277 |
+| 2d      ||   257.71 |   263.62 |   +2%  ||     1.11 |     1.11 |   +0%  |  0.7980 |
+| 30a     ||   372.12 |   449.61 |  +21%  ||     1.11 |     1.11 |   -0%  |  0.0219 |
+| 30b     ||   392.54 |   402.31 |   +2%  ||     1.11 |     1.11 |   +0%  |  0.7615 |
+| 30c     ||   744.33 |   731.29 |   -2%  ||     1.11 |     1.11 |   +0%  |  0.7545 |
+| 31a     ||   302.69 |   338.54 |  +12%  ||     1.11 |     1.11 |   +0%  |  0.2193 |
+| 31b     ||   317.33 |   269.03 |  -15%  ||     1.11 |     1.11 |   +0%  |  0.1157 |
+| 31c     ||   424.85 |   361.86 |  -15%  ||     1.11 |     1.11 |   +0%  |  0.0647 |
+| 32a     ||    53.46 |    60.73 |  +14%  ||     1.11 |     1.11 |   +0%  |  0.4404 |
+| 32b     ||   169.80 |   216.60 |  +28%  ||     1.11 |     1.11 |   +0%  |  0.0195 |
+| 33a     ||   143.95 |   175.26 |  +22%  ||     1.11 |     1.11 |   +0%  |  0.1506 |
+| 33b     ||   123.62 |   100.66 |  -19%  ||     1.11 |     1.11 |   +0%  |  0.1980 |
+| 33c     ||   180.39 |   193.91 |   +7%  ||     1.11 |     1.11 |   +0%  |  0.5601 |
+| 3a      ||   315.91 |   325.91 |   +3%  ||     1.11 |     1.11 |   +0%  |  0.7307 |
+| 3b      ||    97.43 |    71.51 |  -27%  ||     1.11 |     1.11 |   +0%  |  0.0781 |
+| 3c      ||   476.10 |   551.15 |  +16%  ||     1.11 |     1.11 |   +0%  |  0.0568 |
+| 4a      ||   322.26 |   336.70 |   +4%  ||     1.11 |     1.11 |   -0%  |  0.6435 |
+| 4b      ||    67.82 |    71.51 |   +5%  ||     1.11 |     1.11 |   +0%  |  0.7891 |
+| 4c      ||   381.98 |   366.04 |   -4%  ||     1.11 |     1.11 |   +0%  |  0.5947 |
+| 5a      ||   274.01 |   266.02 |   -3%  ||     1.11 |     1.11 |   +0%  |  0.7962 |
+| 5b      ||   157.42 |   179.08 |  +14%  ||     1.11 |     1.11 |   +0%  |  0.3341 |
+| 5c      ||   367.47 |   388.51 |   +6%  ||     1.11 |     1.11 |   -0%  |  0.5632 |
+| 6a      ||   154.70 |   184.21 |  +19%  ||     1.11 |     1.11 |   +0%  |  0.1401 |
+| 6b      ||   212.13 |   206.01 |   -3%  ||     1.11 |     1.11 |   +0%  |  0.7611 |
+| 6c      ||   140.54 |   144.18 |   +3%  ||     1.11 |     1.11 |   +0%  |  0.8450 |
+| 6d      ||   564.04 |   571.93 |   +1%  ||     1.11 |     1.11 |   +0%  |  0.8108 |
+| 6e      ||   181.36 |   150.05 |  -17%  ||     1.11 |     1.11 |   +0%  |  0.1371 |
+| 6f      ||  1216.50 |  1294.34 |   +6%  ||     1.11 |     1.11 |   +0%  |  0.0511 |
+| 7a      ||   186.16 |   188.80 |   +1%  ||     1.11 |     1.11 |   +0%  |  0.9076 |
+| 7b      ||   185.07 |   199.07 |   +8%  ||     1.11 |     1.11 |   +0%  |  0.5682 |
+| 7c      ||  1170.12 |  1233.87 |   +5%  ||     1.11 |     1.11 |   +0%  |  0.1988 |
+| 8a      ||   251.09 |   235.07 |   -6%  ||     1.11 |     1.11 |   +0%  |  0.5476 |
+| 8b      ||   224.19 |   206.17 |   -8%  ||     1.11 |     1.11 |   +0%  |  0.4923 |
+| 8c      ||  2476.17 |  2455.45 |   -1%  ||     1.11 |     1.11 |   +0%  |  0.6860 |
+| 8d      ||   697.47 |   710.68 |   +2%  ||     1.11 |     1.11 |   -0%  |  0.6896 |
+| 9a      ||   752.15 |   724.70 |   -4%  ||     1.11 |     1.11 |   +0%  |  0.5162 |
+| 9b      ||   506.30 |   450.76 |  -11%  ||     1.11 |     1.11 |   +0%  |  0.0744 |
+| 9c      ||   823.24 |   762.39 |   -7%  ||     1.11 |     1.11 |   +0%  |  0.1923 |
+| 9d      ||  1252.15 |  1274.79 |   +2%  ||     1.11 |     1.11 |   +0%  |  0.6554 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 56704.42 | 56826.05 |   +0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +0%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: +0% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_044e600db1dab827693023c0766273b0a40d4606_st.json |
 +-------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                                   | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                                   |
 |  benchmark_mode         | Ordered                                                                                                          | Ordered                                                                                                          |
 |  build_type             | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes          | False                                                                                                            | False                                                                                                            |
 |  chunk_size             | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                | 1                                                                                                                | 1                                                                                                                |
 |  compiler               | clang 17.0.2                                                                                                     | clang 17.0.2                                                                                                     |
 |  cores                  | 0                                                                                                                | 0                                                                                                                |
 |  data_preparation_cores | 0                                                                                                                | 0                                                                                                                |
 |  date                   | 2024-03-01 02:33:47                                                                                              | 2024-03-01 06:38:15                                                                                              |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                          | {'default': {'encoding': 'Dictionary'}}                                                                          |
 |  max_duration           | 60000000000                                                                                                      | 60000000000                                                                                                      |
 |  max_runs               | 100                                                                                                              | 100                                                                                                              |
 |  scale_factor           | 10.0                                                                                                             | 10.0                                                                                                             |
 |  time_unit              | ns                                                                                                               | ns                                                                                                               |
 |  using_scheduler        | False                                                                                                            | False                                                                                                            |
 |  verify                 | False                                                                                                            | False                                                                                                            |
 |  warmup_duration        | 1000000000                                                                                                       | 1000000000                                                                                                       |
 +-------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   474.18 |   480.71 |   +1%˄ ||     2.11 |     2.08 |   -1%˄ |  0.0595 |
+| 1.2     ||   244.49 |   258.55 |   +6%˄ ||     4.09 |     3.87 |   -5%˄ |  0.0000 |
+| 1.3     ||   234.16 |   244.12 |   +4%˄ ||     4.27 |     4.10 |   -4%˄ |  0.0000 |
+| 2.1     ||   823.41 |   829.77 |   +1%  ||     1.21 |     1.21 |   -1%  |  0.0005 |
+| 2.2     ||   438.64 |   437.39 |   -0%˄ ||     2.28 |     2.29 |   +0%˄ |  0.0039 |
+| 2.3     ||   258.70 |   257.24 |   -1%˄ ||     3.87 |     3.89 |   +1%˄ |  0.4630 |
+| 3.1     ||  3229.06 |  3252.48 |   +1%  ||     0.31 |     0.31 |   -1%  |  0.5632 |
+| 3.2     ||   418.55 |   420.50 |   +0%˄ ||     2.39 |     2.38 |   -0%˄ |  0.0146 |
+| 3.3     ||   164.90 |   167.53 |   +2%˄ ||     6.06 |     5.97 |   -2%˄ |  0.0507 |
+| 3.4     ||   152.63 |   154.50 |   +1%˄ ||     6.55 |     6.47 |   -1%˄ |  0.0000 |
+| 4.1     ||  3518.27 |  3445.52 |   -2%  ||     0.28 |     0.29 |   +2%  |  0.3203 |
+| 4.2     ||  1041.86 |  1079.97 |   +4%  ||     0.96 |     0.93 |   -4%  |  0.0001 |
+| 4.3     ||   315.92 |   317.38 |   +0%˄ ||     3.17 |     3.15 |   -0%˄ |  0.0359 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 11314.77 | 11345.68 |   +0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -1%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                            |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_044e600db1dab827693023c0766273b0a40d4606_mt.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                                   | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                                   |
 |  benchmark_mode               | Shuffled                                                                                                         | Shuffled                                                                                                         |
 |  build_type                   | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes                | False                                                                                                            | False                                                                                                            |
 |  chunk_size                   | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                      | 64                                                                                                               | 64                                                                                                               |
 |  compiler                     | clang 17.0.2                                                                                                     | clang 17.0.2                                                                                                     |
 |  cores                        | 64                                                                                                               | 64                                                                                                               |
 |  data_preparation_cores       | 0                                                                                                                | 0                                                                                                                |
 |  date                         | 2024-03-01 02:43:06                                                                                              | 2024-03-01 06:47:38                                                                                              |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                          | {'default': {'encoding': 'Dictionary'}}                                                                          |
 |  max_duration                 | 1200000000000                                                                                                    | 1200000000000                                                                                                    |
 |  max_runs                     | -1                                                                                                               | -1                                                                                                               |
 |  scale_factor                 | 10.0                                                                                                             | 10.0                                                                                                             |
 |  time_unit                    | ns                                                                                                               | ns                                                                                                               |
 |  using_scheduler              | True                                                                                                             | True                                                                                                             |
 |  utilized_cores_per_numa_node | [64]                                                                                                             | [64]                                                                                                             |
 |  verify                       | False                                                                                                            | False                                                                                                            |
 |  warmup_duration              | 0                                                                                                                | 0                                                                                                                |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   882.59 |   910.87 |   +3%  ||     3.56 |     3.60 |   +1%  |  0.3058 |
+| 1.2     ||   520.34 |   503.70 |   -3%  ||     3.56 |     3.60 |   +1%  |  0.4050 |
+| 1.3     ||   473.24 |   484.97 |   +2%  ||     3.57 |     3.60 |   +1%  |  0.5495 |
+| 2.1     ||  2266.58 |  2240.60 |   -1%  ||     3.56 |     3.59 |   +1%  |  0.5532 |
+| 2.2     ||  1245.28 |  1263.43 |   +1%  ||     3.56 |     3.60 |   +1%  |  0.6007 |
+| 2.3     ||   417.72 |   403.05 |   -4%  ||     3.56 |     3.60 |   +1%  |  0.3557 |
+| 3.1     ||  3248.50 |  3214.77 |   -1%  ||     3.56 |     3.59 |   +1%  |  0.4199 |
+| 3.2     ||  1133.73 |  1141.52 |   +1%  ||     3.56 |     3.60 |   +1%  |  0.7997 |
+| 3.3     ||   567.94 |   570.51 |   +0%  ||     3.56 |     3.60 |   +1%  |  0.9080 |
+| 3.4     ||   571.71 |   553.25 |   -3%  ||     3.56 |     3.60 |   +1%  |  0.4211 |
+| 4.1     ||  3093.53 |  3011.10 |   -3%  ||     3.56 |     3.60 |   +1%  |  0.0491 |
+| 4.2     ||  2618.30 |  2551.97 |   -3%  ||     3.56 |     3.59 |   +1%  |  0.1388 |
+| 4.3     ||   814.90 |   832.13 |   +2%  ||     3.57 |     3.60 |   +1%  |  0.4995 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 17854.37 | 17681.86 |   -1%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +1%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

Intel

System

cx01 - click to expand
property value
Hostname cx01
CPU Intel(R) Xeon(R) Gold 5220S CPU @ 2.70GHz
Memory 176GB
numactl nodebind: 0 1
numactl membind: 0 1 2 3

Commit Info and Build Time

commit date message build time
f7417f58c 28.02.2024 10:37 Update CI image and supported compilers (#2611) real 377.50 user 4216.62 sys 156.44
044e600db 29.02.2024 13:27 Fix real 386.15 user 4227.83 sys 156.73

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview----+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_st.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_044e600db1dab827693023c0766273b0a40d4606_st.json |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                               | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                               |
 |  benchmark_mode          | Ordered                                                                                                      | Ordered                                                                                                      |
 |  build_type              | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes           | False                                                                                                        | False                                                                                                        |
 |  chunk_size              | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                 | 1                                                                                                            | 1                                                                                                            |
 |  clustering              | None                                                                                                         | None                                                                                                         |
 |  compiler                | clang 17.0.2                                                                                                 | clang 17.0.2                                                                                                 |
 |  cores                   | 0                                                                                                            | 0                                                                                                            |
 |  data_preparation_cores  | 0                                                                                                            | 0                                                                                                            |
 |  date                    | 2024-02-29 23:34:18                                                                                          | 2024-03-01 03:20:05                                                                                          |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  max_duration            | 60000000000                                                                                                  | 60000000000                                                                                                  |
 |  max_runs                | 100                                                                                                          | 100                                                                                                          |
 |  scale_factor            | 10.0                                                                                                         | 10.0                                                                                                         |
 |  time_unit               | ns                                                                                                           | ns                                                                                                           |
 |  use_prepared_statements | False                                                                                                        | False                                                                                                        |
 |  using_scheduler         | False                                                                                                        | False                                                                                                        |
 |  verify                  | False                                                                                                        | False                                                                                                        |
 |  warmup_duration         | 1000000000                                                                                                   | 1000000000                                                                                                   |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |      new |        ||      old |      new |        |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  5879.13 |  5666.51 |   -4%  ||     0.17 |     0.18 |   +4%  |  0.0064 |
+| TPC-H 02 ||    42.47 |    42.64 |   +0%˄ ||    23.54 |    23.45 |   -0%˄ |  0.7292 |
+| TPC-H 03 ||  1250.83 |  1194.66 |   -4%  ||     0.80 |     0.84 |   +5%  |  0.0000 |
+| TPC-H 04 ||  1368.09 |  1269.10 |   -7%  ||     0.73 |     0.79 |   +8%  |  0.0000 |
+| TPC-H 05 ||  2029.74 |  1965.61 |   -3%  ||     0.49 |     0.51 |   +3%  |  0.0000 |
+| TPC-H 06 ||   145.70 |   147.94 |   +2%˄ ||     6.86 |     6.76 |   -2%˄ |  0.0120 |
+| TPC-H 07 ||   751.51 |   744.08 |   -1%  ||     1.33 |     1.34 |   +1%  |  0.0027 |
+| TPC-H 08 ||   465.65 |   472.75 |   +2%˄ ||     2.15 |     2.12 |   -2%˄ |  0.0000 |
+| TPC-H 09 ||  4782.99 |  4726.16 |   -1%  ||     0.21 |     0.21 |   +1%  |  0.0006 |
+| TPC-H 10 ||  1583.17 |  1179.03 |  -26%  ||     0.63 |     0.85 |  +34%  |  0.0000 |
+| TPC-H 11 ||    57.45 |    55.52 |   -3%˄ ||    17.40 |    18.01 |   +3%˄ |  0.0000 |
+| TPC-H 12 ||   867.12 |   859.37 |   -1%  ||     1.15 |     1.16 |   +1%  |  0.0000 |
+| TPC-H 13 ||  4628.60 |  4609.00 |   -0%  ||     0.22 |     0.22 |   +0%  |  0.5886 |
+| TPC-H 14 ||   393.57 |   389.40 |   -1%˄ ||     2.54 |     2.57 |   +1%˄ |  0.0028 |
+| TPC-H 15 ||   180.83 |   170.22 |   -6%˄ ||     5.53 |     5.87 |   +6%˄ |  0.0000 |
+| TPC-H 16 ||   546.17 |   542.90 |   -1%˄ ||     1.83 |     1.84 |   +1%˄ |  0.0000 |
+| TPC-H 17 ||   201.08 |   198.64 |   -1%˄ ||     4.97 |     5.03 |   +1%˄ |  0.0000 |
+| TPC-H 18 ||  1539.98 |  1537.94 |   -0%  ||     0.65 |     0.65 |   +0%  |  0.9283 |
+| TPC-H 19 ||   189.84 |   194.68 |   +3%˄ ||     5.27 |     5.14 |   -2%˄ |  0.0002 |
+| TPC-H 20 ||   448.86 |   474.62 |   +6%˄ ||     2.23 |     2.11 |   -5%˄ |  0.1201 |
+| TPC-H 21 ||  3524.01 |  3533.68 |   +0%  ||     0.28 |     0.28 |   -0%  |  0.7492 |
+| TPC-H 22 ||   409.43 |   408.75 |   -0%˄ ||     2.44 |     2.45 |   +0%˄ |  0.2514 |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 31286.22 | 30383.19 |   -3%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |   +2%  |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+|    Notes || ˄ Execution stopped due to max runs reached                            |
++----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview----+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_st_s01.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_044e600db1dab827693023c0766273b0a40d4606_st_s01.json |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                                   | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                                   |
 |  benchmark_mode          | Ordered                                                                                                          | Ordered                                                                                                          |
 |  build_type              | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes           | False                                                                                                            | False                                                                                                            |
 |  chunk_size              | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                 | 1                                                                                                                | 1                                                                                                                |
 |  clustering              | None                                                                                                             | None                                                                                                             |
 |  compiler                | clang 17.0.2                                                                                                     | clang 17.0.2                                                                                                     |
 |  cores                   | 0                                                                                                                | 0                                                                                                                |
 |  data_preparation_cores  | 0                                                                                                                | 0                                                                                                                |
 |  date                    | 2024-02-29 23:52:52                                                                                              | 2024-03-01 03:38:42                                                                                              |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                          | {'default': {'encoding': 'Dictionary'}}                                                                          |
 |  max_duration            | 60000000000                                                                                                      | 60000000000                                                                                                      |
 |  max_runs                | 100                                                                                                              | 100                                                                                                              |
 |  scale_factor            | 0.009999999776482582                                                                                             | 0.009999999776482582                                                                                             |
 |  time_unit               | ns                                                                                                               | ns                                                                                                               |
 |  use_prepared_statements | False                                                                                                            | False                                                                                                            |
 |  using_scheduler         | False                                                                                                            | False                                                                                                            |
 |  verify                  | False                                                                                                            | False                                                                                                            |
 |  warmup_duration         | 1000000000                                                                                                       | 1000000000                                                                                                       |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
++----------++----------+---------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |     new |        ||      old |      new |        |         |
++----------++----------+---------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||     5.07 |    5.01 |   -1%˄ ||   197.32 |   199.72 |   +1%˄ |  0.0000 |
+| TPC-H 02 ||     4.04 |    4.05 |   +0%˄ ||   247.19 |   246.70 |   -0%˄ |  0.9726 |
+| TPC-H 03 ||     0.54 |    0.55 |   +2%˄ ||  1832.25 |  1797.67 |   -2%˄ |  0.0011 |
+| TPC-H 04 ||     0.39 |    0.39 |   +1%˄ ||  2559.21 |  2536.29 |   -1%˄ |  0.0091 |
+| TPC-H 05 ||     0.96 |    0.96 |   -0%˄ ||  1038.37 |  1041.58 |   +0%˄ |  0.8632 |
+| TPC-H 06 ||     0.17 |    0.18 |   +2%˄ ||  5722.27 |  5583.81 |   -2%˄ |  0.0000 |
+| TPC-H 07 ||    11.84 |   10.24 |  -13%˄ ||    84.48 |    97.60 |  +16%˄ |  0.0108 |
+| TPC-H 08 ||    15.00 |   15.01 |   +0%˄ ||    66.65 |    66.60 |   -0%˄ |  0.9764 |
+| TPC-H 09 ||     3.25 |    3.26 |   +0%˄ ||   307.56 |   306.22 |   -0%˄ |  0.9767 |
+| TPC-H 10 ||     0.73 |    0.62 |  -15%˄ ||  1372.90 |  1606.55 |  +17%˄ |  0.0000 |
+| TPC-H 11 ||     0.19 |    0.20 |   +2%˄ ||  5118.58 |  5016.88 |   -2%˄ |  0.0121 |
+| TPC-H 12 ||     0.57 |    0.58 |   +2%˄ ||  1745.01 |  1708.51 |   -2%˄ |  0.0000 |
+| TPC-H 13 ||     1.96 |    1.93 |   -1%˄ ||   510.64 |   518.30 |   +2%˄ |  0.0000 |
+| TPC-H 14 ||     0.32 |    0.32 |   +2%˄ ||  3153.90 |  3090.14 |   -2%˄ |  0.0176 |
+| TPC-H 15 ||     1.30 |    1.32 |   +1%˄ ||   764.69 |   757.91 |   -1%˄ |  0.0001 |
+| TPC-H 16 ||     2.26 |    2.26 |   +0%˄ ||   443.07 |   442.01 |   -0%˄ |  0.2304 |
+| TPC-H 17 ||     0.64 |    0.67 |   +6%˄ ||  1562.39 |  1480.17 |   -5%˄ |  0.6640 |
+| TPC-H 18 ||     1.14 |    1.07 |   -6%˄ ||   873.81 |   933.38 |   +7%˄ |  0.0000 |
+| TPC-H 19 ||     5.82 |    5.80 |   -0%˄ ||   171.84 |   172.25 |   +0%˄ |  0.0007 |
+| TPC-H 20 ||     2.67 |    2.60 |   -2%˄ ||   374.78 |   384.10 |   +2%˄ |  0.3627 |
+| TPC-H 21 ||     1.00 |    0.99 |   -2%˄ ||   994.31 |  1009.82 |   +2%˄ |  0.6705 |
+| TPC-H 22 ||     1.20 |    1.19 |   -1%˄ ||   834.28 |   839.47 |   +1%˄ |  0.0005 |
++----------++----------+---------+--------++----------+----------+--------+---------+
+| Sum      ||    61.06 |   59.22 |   -3%  ||          |          |        |         |
+| Geomean  ||          |         |        ||          |          |   +1%  |         |
++----------++----------+---------+--------++----------+----------+--------+---------+
+|    Notes || ˄ Execution stopped due to max runs reached                           |
++----------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 9 cores, SF 10.0

Sum of avg. item runtimes: -6% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_mt_ordered.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_044e600db1dab827693023c0766273b0a40d4606_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                                       | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                                       |
 |  benchmark_mode               | Ordered                                                                                                              | Ordered                                                                                                              |
 |  build_type                   | release                                                                                                              | release                                                                                                              |
 |  chunk_indexes                | False                                                                                                                | False                                                                                                                |
 |  chunk_size                   | 65535                                                                                                                | 65535                                                                                                                |
 |  clients                      | 1                                                                                                                    | 1                                                                                                                    |
 |  clustering                   | None                                                                                                                 | None                                                                                                                 |
 |  compiler                     | clang 17.0.2                                                                                                         | clang 17.0.2                                                                                                         |
 |  cores                        | 9                                                                                                                    | 9                                                                                                                    |
 |  data_preparation_cores       | 0                                                                                                                    | 0                                                                                                                    |
 |  date                         | 2024-02-29 23:53:20                                                                                                  | 2024-03-01 03:39:10                                                                                                  |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                              | {'default': {'encoding': 'Dictionary'}}                                                                              |
 |  max_duration                 | 60000000000                                                                                                          | 60000000000                                                                                                          |
 |  max_runs                     | -1                                                                                                                   | -1                                                                                                                   |
 |  scale_factor                 | 10.0                                                                                                                 | 10.0                                                                                                                 |
 |  time_unit                    | ns                                                                                                                   | ns                                                                                                                   |
 |  use_prepared_statements      | False                                                                                                                | False                                                                                                                |
 |  using_scheduler              | True                                                                                                                 | True                                                                                                                 |
 |  utilized_cores_per_numa_node | [9]                                                                                                                  | [9]                                                                                                                  |
 |  verify                       | False                                                                                                                | False                                                                                                                |
 |  warmup_duration              | 0                                                                                                                    | 0                                                                                                                    |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|          ||      old |      new |        ||      old |      new |        |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||  4508.33 |  4465.80 |   -1%  ||     0.22 |     0.22 |   +0%  | (run time too short) |
+| TPC-H 02 ||    25.74 |    25.54 |   -1%  ||    31.51 |    31.97 |   +1%  |               0.3156 |
+| TPC-H 03 ||   419.21 |   406.48 |   -3%  ||     2.35 |     2.42 |   +3%  |               0.0000 |
+| TPC-H 04 ||   386.58 |   387.07 |   +0%  ||     2.55 |     2.55 |   -0%  |               0.8857 |
+| TPC-H 05 ||   369.21 |   365.36 |   -1%  ||     2.67 |     2.68 |   +1%  |               0.0096 |
+| TPC-H 06 ||    41.42 |    41.48 |   +0%  ||    20.93 |    21.03 |   +0%  |               0.4135 |
+| TPC-H 07 ||   208.22 |   206.72 |   -1%  ||     4.68 |     4.72 |   +1%  |               0.1229 |
+| TPC-H 08 ||   156.39 |   156.60 |   +0%  ||     6.20 |     6.20 |   -0%  |               0.6389 |
+| TPC-H 09 ||  1398.29 |  1382.16 |   -1%  ||     0.70 |     0.72 |   +2%  | (run time too short) |
+| TPC-H 10 ||   787.34 |   393.27 |  -50%  ||     1.25 |     2.50 | +100%  | (run time too short) |
+| TPC-H 11 ||    37.94 |    39.88 |   +5%  ||    24.17 |    22.70 |   -6%  |               0.0000 |
+| TPC-H 12 ||   336.05 |   334.41 |   -0%  ||     2.92 |     2.93 |   +1%  |               0.0165 |
+| TPC-H 13 ||  2448.59 |  2389.27 |   -2%  ||     0.40 |     0.42 |   +4%  | (run time too short) |
+| TPC-H 14 ||    85.58 |    85.65 |   +0%  ||    11.02 |    11.01 |   -0%  |               0.5407 |
+| TPC-H 15 ||   116.43 |   109.41 |   -6%  ||     8.20 |     8.78 |   +7%  |               0.0000 |
+| TPC-H 16 ||   410.80 |   407.54 |   -1%  ||     2.40 |     2.42 |   +1%  |               0.0305 |
+| TPC-H 17 ||    57.05 |    57.63 |   +1%  ||    16.33 |    16.13 |   -1%  |               0.0000 |
+| TPC-H 18 ||  1974.01 |  1660.16 |  -16%  ||     0.50 |     0.60 |  +20%  |               0.0000 |
+| TPC-H 19 ||    68.15 |    68.61 |   +1%  ||    13.91 |    13.83 |   -1%  |               0.0050 |
+| TPC-H 20 ||   150.91 |   160.21 |   +6%  ||     6.38 |     6.03 |   -5%  |               0.0000 |
+| TPC-H 21 ||   681.34 |   683.57 |   +0%  ||     1.45 |     1.45 |   +0%  |               0.4787 |
+| TPC-H 22 ||   117.03 |   116.98 |   -0%  ||     8.22 |     8.20 |   -0%  |               0.8446 |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 14784.62 | 13943.81 |   -6%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +4%  |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 9 clients, 9 cores, SF 10.0

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +5%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_mt.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCH_044e600db1dab827693023c0766273b0a40d4606_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                               | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                               |
 |  benchmark_mode               | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type                   | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes                | False                                                                                                        | False                                                                                                        |
 |  chunk_size                   | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                      | 9                                                                                                            | 9                                                                                                            |
 |  clustering                   | None                                                                                                         | None                                                                                                         |
 |  compiler                     | clang 17.0.2                                                                                                 | clang 17.0.2                                                                                                 |
 |  cores                        | 9                                                                                                            | 9                                                                                                            |
 |  data_preparation_cores       | 0                                                                                                            | 0                                                                                                            |
 |  date                         | 2024-03-01 00:16:59                                                                                          | 2024-03-01 04:02:54                                                                                          |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  max_duration                 | 1200000000000                                                                                                | 1200000000000                                                                                                |
 |  max_runs                     | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor                 | 10.0                                                                                                         | 10.0                                                                                                         |
 |  time_unit                    | ns                                                                                                           | ns                                                                                                           |
 |  use_prepared_statements      | False                                                                                                        | False                                                                                                        |
 |  using_scheduler              | True                                                                                                         | True                                                                                                         |
 |  utilized_cores_per_numa_node | [9]                                                                                                          | [9]                                                                                                          |
 |  verify                       | False                                                                                                        | False                                                                                                        |
 |  warmup_duration              | 0                                                                                                            | 0                                                                                                            |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |      new |        ||      old |      new |        |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6042.07 |  5989.97 |   -1%  ||     0.21 |     0.22 |   +5%  |  0.7469 |
+| TPC-H 02 ||   345.05 |   165.01 |  -52%  ||     0.21 |     0.22 |   +6%  |  0.1025 |
+| TPC-H 03 ||  1737.42 |  1889.43 |   +9%  ||     0.21 |     0.22 |   +5%  |  0.4215 |
+| TPC-H 04 ||  1866.25 |  1602.02 |  -14%  ||     0.21 |     0.22 |   +5%  |  0.1599 |
+| TPC-H 05 ||  2949.31 |  2510.90 |  -15%  ||     0.21 |     0.22 |   +5%  |  0.0621 |
+| TPC-H 06 ||   464.64 |   697.72 |  +50%  ||     0.21 |     0.22 |   +5%  |  0.0529 |
+| TPC-H 07 ||  2188.62 |  1984.03 |   -9%  ||     0.21 |     0.22 |   +5%  |  0.3937 |
+| TPC-H 08 ||  1420.86 |  1611.30 |  +13%  ||     0.21 |     0.22 |   +5%  |  0.3571 |
+| TPC-H 09 ||  4271.22 |  3869.66 |   -9%  ||     0.21 |     0.22 |   +5%  |  0.0997 |
+| TPC-H 10 ||  2874.37 |  2179.96 |  -24%  ||     0.21 |     0.22 |   +5%  |  0.0027 |
+| TPC-H 11 ||   246.00 |   315.95 |  +28%  ||     0.21 |     0.22 |   +5%  |  0.3267 |
+| TPC-H 12 ||  1792.71 |  1997.11 |  +11%  ||     0.21 |     0.22 |   +5%  |  0.3759 |
+| TPC-H 13 ||  4397.96 |  4286.30 |   -3%  ||     0.20 |     0.22 |   +6%  |  0.5147 |
+| TPC-H 14 ||   654.11 |   706.07 |   +8%  ||     0.21 |     0.22 |   +5%  |  0.5908 |
+| TPC-H 15 ||   383.59 |   458.23 |  +19%  ||     0.21 |     0.22 |   +5%  |  0.3419 |
+| TPC-H 16 ||  1390.70 |  1307.46 |   -6%  ||     0.21 |     0.22 |   +5%  |  0.6020 |
+| TPC-H 17 ||   531.35 |   591.86 |  +11%  ||     0.21 |     0.22 |   +5%  |  0.5959 |
+| TPC-H 18 ||  2696.36 |  2702.40 |   +0%  ||     0.21 |     0.22 |   +5%  |  0.9631 |
+| TPC-H 19 ||   742.11 |   709.50 |   -4%  ||     0.21 |     0.22 |   +5%  |  0.8129 |
+| TPC-H 20 ||  1360.10 |  1288.56 |   -5%  ||     0.21 |     0.22 |   +5%  |  0.6852 |
+| TPC-H 21 ||  4261.23 |  3730.95 |  -12%  ||     0.21 |     0.22 |   +5%  |  0.0559 |
+| TPC-H 22 ||   828.76 |   703.05 |  -15%  ||     0.21 |     0.22 |   +6%  |  0.3452 |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 43444.79 | 41297.44 |   -5%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |   +5%  |         |
++----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCDS_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_st.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCDS_044e600db1dab827693023c0766273b0a40d4606_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                                | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                                |
 |  benchmark_mode         | Ordered                                                                                                       | Ordered                                                                                                       |
 |  build_type             | release                                                                                                       | release                                                                                                       |
 |  chunk_indexes          | False                                                                                                         | False                                                                                                         |
 |  chunk_size             | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                | 1                                                                                                             | 1                                                                                                             |
 |  compiler               | clang 17.0.2                                                                                                  | clang 17.0.2                                                                                                  |
 |  cores                  | 0                                                                                                             | 0                                                                                                             |
 |  data_preparation_cores | 0                                                                                                             | 0                                                                                                             |
 |  date                   | 2024-03-01 00:38:41                                                                                           | 2024-03-01 04:24:30                                                                                           |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                       | {'default': {'encoding': 'Dictionary'}}                                                                       |
 |  max_duration           | 60000000000                                                                                                   | 60000000000                                                                                                   |
 |  max_runs               | 100                                                                                                           | 100                                                                                                           |
 |  time_unit              | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler        | False                                                                                                         | False                                                                                                         |
 |  verify                 | False                                                                                                         | False                                                                                                         |
 |  warmup_duration        | 1000000000                                                                                                    | 1000000000                                                                                                    |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   228.66 |   226.07 |   -1%˄ ||     4.37 |     4.42 |   +1%˄ |  0.0000 |
+| 03      ||    66.59 |    64.30 |   -3%˄ ||    15.02 |    15.55 |   +4%˄ |  0.0000 |
+| 06      ||   182.05 |   176.86 |   -3%˄ ||     5.49 |     5.65 |   +3%˄ |  0.0000 |
+| 07      ||   283.13 |   274.60 |   -3%˄ ||     3.53 |     3.64 |   +3%˄ |  0.0000 |
+| 09      ||   617.66 |   605.70 |   -2%˄ ||     1.62 |     1.65 |   +2%˄ |  0.0000 |
+| 10      ||   127.65 |   124.86 |   -2%˄ ||     7.83 |     8.01 |   +2%˄ |  0.0000 |
+| 13      ||   489.19 |   469.41 |   -4%˄ ||     2.04 |     2.13 |   +4%˄ |  0.0000 |
+| 15      ||   110.94 |   105.71 |   -5%˄ ||     9.01 |     9.46 |   +5%˄ |  0.0000 |
+| 16      ||    65.13 |    61.77 |   -5%˄ ||    15.35 |    16.19 |   +5%˄ |  0.0000 |
+| 17      ||   309.02 |   298.06 |   -4%˄ ||     3.24 |     3.36 |   +4%˄ |  0.0000 |
+| 19      ||   103.17 |   100.32 |   -3%˄ ||     9.69 |     9.97 |   +3%˄ |  0.0000 |
+| 25      ||   167.37 |   164.85 |   -2%˄ ||     5.97 |     6.07 |   +2%˄ |  0.0000 |
+| 26      ||   132.82 |   129.52 |   -2%˄ ||     7.53 |     7.72 |   +3%˄ |  0.0000 |
+| 28      ||   602.52 |   580.24 |   -4%˄ ||     1.66 |     1.72 |   +4%˄ |  0.0000 |
+| 29      ||   460.62 |   441.89 |   -4%˄ ||     2.17 |     2.26 |   +4%˄ |  0.0000 |
+| 31      ||  1274.38 |  1211.88 |   -5%  ||     0.78 |     0.83 |   +5%  |  0.0000 |
+| 32      ||    35.28 |    33.03 |   -6%˄ ||    28.34 |    30.27 |   +7%˄ |  0.0000 |
+| 34      ||   153.30 |   145.33 |   -5%˄ ||     6.52 |     6.88 |   +5%˄ |  0.0000 |
+| 35      ||   620.67 |   595.43 |   -4%˄ ||     1.61 |     1.68 |   +4%˄ |  0.0000 |
+| 37      ||   462.82 |   457.08 |   -1%˄ ||     2.16 |     2.19 |   +1%˄ |  0.3870 |
+| 39a     ||  1569.56 |  1475.34 |   -6%  ||     0.64 |     0.68 |   +6%  |  0.0000 |
+| 39b     ||  1546.12 |  1457.24 |   -6%  ||     0.65 |     0.69 |   +6%  |  0.0000 |
+| 41      ||   288.11 |   293.52 |   +2%˄ ||     3.47 |     3.41 |   -2%˄ |  0.0000 |
+| 42      ||    81.17 |    80.27 |   -1%˄ ||    12.32 |    12.46 |   +1%˄ |  0.0000 |
+| 43      ||   869.97 |   849.32 |   -2%  ||     1.15 |     1.18 |   +2%  |  0.0000 |
+| 45      ||   119.66 |   112.04 |   -6%˄ ||     8.36 |     8.93 |   +7%˄ |  0.0000 |
+| 48      ||  1040.76 |   986.71 |   -5%  ||     0.96 |     1.01 |   +5%  |  0.0000 |
+| 50      ||   117.87 |   114.52 |   -3%˄ ||     8.48 |     8.73 |   +3%˄ |  0.0000 |
+| 52      ||    80.60 |    78.50 |   -3%˄ ||    12.41 |    12.74 |   +3%˄ |  0.0000 |
+| 55      ||    76.76 |    74.86 |   -2%˄ ||    13.03 |    13.36 |   +3%˄ |  0.0000 |
+| 62      ||   549.01 |   532.01 |   -3%˄ ||     1.82 |     1.88 |   +3%˄ |  0.0000 |
+| 65      ||  1677.96 |  1724.69 |   +3%  ||     0.60 |     0.58 |   -3%  |  0.0000 |
+| 69      ||   137.07 |   134.77 |   -2%˄ ||     7.30 |     7.42 |   +2%˄ |  0.0000 |
+| 73      ||    77.78 |    75.76 |   -3%˄ ||    12.86 |    13.20 |   +3%˄ |  0.0000 |
+| 79      ||   456.34 |   444.70 |   -3%˄ ||     2.19 |     2.25 |   +3%˄ |  0.0000 |
+| 81      ||   156.29 |   153.93 |   -2%˄ ||     6.40 |     6.50 |   +2%˄ |  0.0000 |
+| 82      ||   509.66 |   509.88 |   +0%˄ ||     1.96 |     1.96 |   -0%˄ |  0.9711 |
+| 83      ||    43.84 |    39.13 |  -11%˄ ||    22.81 |    25.55 |  +12%˄ |  0.0000 |
+| 85      ||   148.26 |   148.14 |   -0%˄ ||     6.74 |     6.75 |   +0%˄ |  0.8800 |
+| 88      ||   617.69 |   607.17 |   -2%  ||     1.62 |     1.65 |   +2%  |  0.0000 |
+| 91      ||    15.69 |    15.24 |   -3%˄ ||    63.71 |    65.59 |   +3%˄ |  0.0000 |
+| 92      ||    35.73 |    34.82 |   -3%˄ ||    27.99 |    28.71 |   +3%˄ |  0.0000 |
+| 93      ||  3728.13 |  3522.71 |   -6%  ||     0.27 |     0.28 |   +6%  |  0.0000 |
+| 94      ||    40.20 |    39.28 |   -2%˄ ||    24.88 |    25.45 |   +2%˄ |  0.0003 |
+| 95      ||  4589.84 |  4426.48 |   -4%  ||     0.22 |     0.23 |   +4%  |  0.0151 |
+| 96      ||    59.09 |    57.60 |   -3%˄ ||    16.92 |    17.36 |   +3%˄ |  0.0013 |
+| 97      ||  2658.65 |  4106.60 |  +54%  ||     0.38 |     0.24 |  -35%  |  0.0000 |
+| 99      ||  1021.37 |   998.70 |   -2%  ||     0.98 |     1.00 |   +2%  |  0.0000 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 28806.14 | 29360.82 |   +2%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +2%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                            |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 9 clients, 9 cores

Sum of avg. item runtimes: +5% || Geometric mean of throughput changes: -5%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCDS_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_mt.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCDS_044e600db1dab827693023c0766273b0a40d4606_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                                | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                                |
 |  benchmark_mode               | Shuffled                                                                                                      | Shuffled                                                                                                      |
 |  build_type                   | release                                                                                                       | release                                                                                                       |
 |  chunk_indexes                | False                                                                                                         | False                                                                                                         |
 |  chunk_size                   | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                      | 9                                                                                                             | 9                                                                                                             |
 |  compiler                     | clang 17.0.2                                                                                                  | clang 17.0.2                                                                                                  |
 |  cores                        | 9                                                                                                             | 9                                                                                                             |
 |  data_preparation_cores       | 0                                                                                                             | 0                                                                                                             |
 |  date                         | 2024-03-01 01:05:00                                                                                           | 2024-03-01 04:50:27                                                                                           |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                       | {'default': {'encoding': 'Dictionary'}}                                                                       |
 |  max_duration                 | 1200000000000                                                                                                 | 1200000000000                                                                                                 |
 |  max_runs                     | -1                                                                                                            | -1                                                                                                            |
 |  time_unit                    | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler              | True                                                                                                          | True                                                                                                          |
 |  utilized_cores_per_numa_node | [9]                                                                                                           | [9]                                                                                                           |
 |  verify                       | False                                                                                                         | False                                                                                                         |
 |  warmup_duration              | 0                                                                                                             | 0                                                                                                             |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   455.27 |   443.44 |   -3%  ||     0.22 |     0.21 |   -4%  |  0.8190 |
+| 03      ||   194.05 |   225.70 |  +16%  ||     0.22 |     0.21 |   -5%  |  0.4413 |
+| 06      ||   492.98 |   495.09 |   +0%  ||     0.22 |     0.21 |   -4%  |  0.9689 |
+| 07      ||   777.81 |   614.17 |  -21%  ||     0.22 |     0.21 |   -4%  |  0.0607 |
+| 09      ||   542.48 |   534.97 |   -1%  ||     0.22 |     0.21 |   -4%  |  0.9042 |
+| 10      ||   350.86 |   524.93 |  +50%  ||     0.22 |     0.21 |   -4%  |  0.0283 |
+| 13      ||  1212.44 |  1250.99 |   +3%  ||     0.22 |     0.21 |   -4%  |  0.7586 |
+| 15      ||   298.10 |   353.84 |  +19%  ||     0.22 |     0.21 |   -4%  |  0.3349 |
+| 16      ||   266.81 |   290.96 |   +9%  ||     0.22 |     0.21 |   -4%  |  0.6693 |
+| 17      ||   835.64 |   769.65 |   -8%  ||     0.22 |     0.21 |   -5%  |  0.5489 |
+| 19      ||   460.00 |   401.09 |  -13%  ||     0.22 |     0.21 |   -4%  |  0.4338 |
+| 25      ||   578.10 |   587.65 |   +2%  ||     0.22 |     0.21 |   -4%  |  0.9089 |
+| 26      ||   355.57 |   380.03 |   +7%  ||     0.21 |     0.21 |   -4%  |  0.6562 |
+| 28      ||   910.02 |   985.64 |   +8%  ||     0.22 |     0.21 |   -5%  |  0.4673 |
+| 29      ||   946.16 |  1162.26 |  +23%  ||     0.22 |     0.21 |   -5%  |  0.0201 |
+| 31      ||  1692.21 |  1700.51 |   +0%  ||     0.22 |     0.21 |   -5%  |  0.9526 |
+| 32      ||   162.84 |   124.37 |  -24%  ||     0.22 |     0.21 |   -5%  |  0.2803 |
+| 34      ||   489.43 |   618.33 |  +26%  ||     0.22 |     0.21 |   -5%  |  0.0798 |
+| 35      ||  1211.92 |  1246.77 |   +3%  ||     0.22 |     0.21 |   -5%  |  0.7207 |
+| 37      ||   893.98 |   728.98 |  -18%  ||     0.22 |     0.21 |   -5%  |  0.0882 |
+| 39a     ||  1693.25 |  2010.09 |  +19%  ||     0.22 |     0.21 |   -5%  |  0.0044 |
+| 39b     ||  1878.05 |  1754.58 |   -7%  ||     0.22 |     0.21 |   -5%  |  0.3291 |
+| 41      ||  1900.50 |  2064.84 |   +9%  ||     0.21 |     0.21 |   -4%  |  0.3180 |
+| 42      ||   274.00 |   410.88 |  +50%  ||     0.22 |     0.21 |   -4%  |  0.0324 |
+| 43      ||  1315.12 |  1312.62 |   -0%  ||     0.21 |     0.21 |   -4%  |  0.9804 |
+| 45      ||   384.88 |   471.15 |  +22%  ||     0.21 |     0.21 |   -4%  |  0.2063 |
+| 48      ||  1804.39 |  1756.47 |   -3%  ||     0.22 |     0.21 |   -5%  |  0.7168 |
+| 50      ||   516.09 |   745.39 |  +44%  ||     0.22 |     0.21 |   -5%  |  0.0159 |
+| 52      ||   330.04 |   308.26 |   -7%  ||     0.22 |     0.21 |   -5%  |  0.6765 |
+| 55      ||   247.87 |   334.62 |  +35%  ||     0.22 |     0.21 |   -4%  |  0.1609 |
+| 62      ||   857.22 |  1028.65 |  +20%  ||     0.22 |     0.21 |   -5%  |  0.0712 |
+| 65      ||  2593.23 |  2660.97 |   +3%  ||     0.21 |     0.21 |   -4%  |  0.4081 |
+| 69      ||   535.75 |   561.92 |   +5%  ||     0.22 |     0.21 |   -4%  |  0.7436 |
+| 73      ||   331.45 |   322.52 |   -3%  ||     0.22 |     0.21 |   -5%  |  0.8855 |
+| 79      ||  1006.40 |  1030.47 |   +2%  ||     0.22 |     0.21 |   -5%  |  0.7557 |
+| 81      ||   410.91 |   523.62 |  +27%  ||     0.22 |     0.21 |   -4%  |  0.1396 |
+| 82      ||   837.00 |   938.74 |  +12%  ||     0.22 |     0.21 |   -4%  |  0.2924 |
+| 83      ||   208.09 |   165.88 |  -20%  ||     0.22 |     0.21 |   -5%  |  0.3165 |
+| 85      ||   446.17 |   532.75 |  +19%  ||     0.22 |     0.21 |   -4%  |  0.2223 |
+| 88      ||  1424.96 |  1388.93 |   -3%  ||     0.22 |     0.21 |   -5%  |  0.8147 |
+| 91      ||   155.97 |   129.76 |  -17%  ||     0.22 |     0.21 |   -5%  |  0.5967 |
+| 92      ||   196.51 |   241.81 |  +23%  ||     0.22 |     0.21 |   -5%  |  0.4896 |
+| 93      ||  1868.97 |  1880.09 |   +1%  ||     0.22 |     0.21 |   -5%  |  0.9099 |
+| 94      ||   232.55 |   223.93 |   -4%  ||     0.22 |     0.21 |   -4%  |  0.8735 |
+| 95      ||  2256.44 |  2025.69 |  -10%  ||     0.22 |     0.21 |   -5%  |  0.0231 |
+| 96      ||   348.03 |   252.68 |  -27%  ||     0.22 |     0.21 |   -4%  |  0.0964 |
+| 97      ||  2870.12 |  3593.46 |  +25%  ||     0.22 |     0.21 |   -5%  |  0.0000 |
+| 99      ||  1240.03 |  1110.34 |  -10%  ||     0.22 |     0.21 |   -5%  |  0.1341 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 41290.62 | 43220.46 |   +5%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -5%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCC_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_st.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCC_044e600db1dab827693023c0766273b0a40d4606_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                               | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                               |
 |  benchmark_mode         | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type             | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes          | False                                                                                                        | False                                                                                                        |
 |  chunk_size             | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                | 1                                                                                                            | 1                                                                                                            |
 |  compiler               | clang 17.0.2                                                                                                 | clang 17.0.2                                                                                                 |
 |  cores                  | 0                                                                                                            | 0                                                                                                            |
 |  data_preparation_cores | 0                                                                                                            | 0                                                                                                            |
 |  date                   | 2024-03-01 01:25:23                                                                                          | 2024-03-01 05:10:47                                                                                          |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  max_duration           | 60000000000                                                                                                  | 60000000000                                                                                                  |
 |  max_runs               | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor           | 10                                                                                                           | 10                                                                                                           |
 |  time_unit              | ns                                                                                                           | ns                                                                                                           |
 |  using_scheduler        | False                                                                                                        | False                                                                                                        |
 |  verify                 | False                                                                                                        | False                                                                                                        |
 |  warmup_duration        | 0                                                                                                            | 0                                                                                                            |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
+|              ||      old |     new |        ||      old |      new |        |                      |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Delivery     ||    57.89 |   57.49 |   -1%  ||     1.63 |     1.67 |   +2%  | (run time too short) |
+| New-Order    ||    42.18 |   40.80 |   -3%  ||    18.26 |    18.75 |   +3%  |               0.0109 |
+| Order-Status ||     2.01 |    1.96 |   -3%  ||     1.65 |     1.67 |   +1%  | (run time too short) |
+| Payment      ||     7.18 |    7.22 |   +1%  ||    17.45 |    17.92 |   +3%  |               0.2482 |
+| Stock-Level  ||     3.46 |    3.37 |   -3%  ||     1.62 |     1.67 |   +3%  | (run time too short) |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum          ||   112.72 |  110.84 |   -2%  ||          |          |        |                      |
+| Geomean      ||          |         |        ||          |          |   +2%  |                      |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 9 clients, 9 cores

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCC_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_mt.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkTPCC_044e600db1dab827693023c0766273b0a40d4606_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                               | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                               |
 |  benchmark_mode               | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type                   | release                                                                                                      | release                                                                                                      |
 |  chunk_indexes                | False                                                                                                        | False                                                                                                        |
 |  chunk_size                   | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                      | 9                                                                                                            | 9                                                                                                            |
 |  compiler                     | clang 17.0.2                                                                                                 | clang 17.0.2                                                                                                 |
 |  cores                        | 9                                                                                                            | 9                                                                                                            |
 |  data_preparation_cores       | 0                                                                                                            | 0                                                                                                            |
 |  date                         | 2024-03-01 01:26:30                                                                                          | 2024-03-01 05:11:55                                                                                          |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  max_duration                 | 1200000000000                                                                                                | 1200000000000                                                                                                |
 |  max_runs                     | -1                                                                                                           | -1                                                                                                           |
 |  scale_factor                 | 10                                                                                                           | 10                                                                                                           |
 |  time_unit                    | ns                                                                                                           | ns                                                                                                           |
 |  using_scheduler              | True                                                                                                         | True                                                                                                         |
 |  utilized_cores_per_numa_node | [9]                                                                                                          | [9]                                                                                                          |
 |  verify                       | False                                                                                                        | False                                                                                                        |
 |  warmup_duration              | 0                                                                                                            | 0                                                                                                            |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|              ||      old |     new |        ||      old |      new |        |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||    99.82 |  100.22 |   +0%  ||     8.36 |     8.24 |   -1%  |  0.3470 |
+|    unsucc.:  ||     0.73 |    1.03 |  +41%  ||     0.54 |     0.52 |   -4%  |         |
+| New-Order    ||    61.84 |   63.18 |   +2%  ||    93.81 |    92.42 |   -1%  |  0.0000 |
+|    unsucc.:  ||     4.69 |    3.92 |  -16%  ||     6.31 |     6.12 |   -3%  |         |
+| Order-Status ||     3.68 |    3.64 |   -1%  ||     8.90 |     8.76 |   -2%  |  0.0005 |
+| Payment      ||    11.52 |   11.56 |   +0%  ||    81.87 |    80.74 |   -1%  |  0.2015 |
+|    unsucc.:  ||     1.70 |    1.70 |   -0%  ||    13.80 |    13.43 |   -3%  |         |
+| Stock-Level  ||     5.85 |    5.88 |   +0%  ||     8.90 |     8.76 |   -2%  |  0.0999 |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Sum          ||   182.71 |  184.48 |   +1%  ||          |          |        |         |
+| Geomean      ||          |         |        ||          |          |   -1%  |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkJoinOrder_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_st.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkJoinOrder_044e600db1dab827693023c0766273b0a40d4606_st.json |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                                    | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                                    |
 |  benchmark_mode         | Ordered                                                                                                           | Ordered                                                                                                           |
 |  build_type             | release                                                                                                           | release                                                                                                           |
 |  chunk_indexes          | False                                                                                                             | False                                                                                                             |
 |  chunk_size             | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                | 1                                                                                                                 | 1                                                                                                                 |
 |  compiler               | clang 17.0.2                                                                                                      | clang 17.0.2                                                                                                      |
 |  cores                  | 0                                                                                                                 | 0                                                                                                                 |
 |  data_preparation_cores | 0                                                                                                                 | 0                                                                                                                 |
 |  date                   | 2024-03-01 01:46:37                                                                                               | 2024-03-01 05:32:02                                                                                               |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                           |
 |  max_duration           | 60000000000                                                                                                       | 60000000000                                                                                                       |
 |  max_runs               | 100                                                                                                               | 100                                                                                                               |
 |  time_unit              | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler        | False                                                                                                             | False                                                                                                             |
 |  verify                 | False                                                                                                             | False                                                                                                             |
 |  warmup_duration        | 1000000000                                                                                                        | 1000000000                                                                                                        |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   107.37 |   104.36 |   -3%˄ ||     9.31 |     9.58 |   +3%˄ |  0.0000 |
+| 10b     ||    65.46 |    61.69 |   -6%˄ ||    15.28 |    16.21 |   +6%˄ |  0.0000 |
+| 10c     ||   337.57 |   322.17 |   -5%˄ ||     2.96 |     3.10 |   +5%˄ |  0.0000 |
+| 11a     ||    87.58 |    85.92 |   -2%˄ ||    11.42 |    11.64 |   +2%˄ |  0.0000 |
+| 11b     ||    85.76 |    84.54 |   -1%˄ ||    11.66 |    11.83 |   +1%˄ |  0.0000 |
+| 11c     ||    21.16 |    20.46 |   -3%˄ ||    47.24 |    48.87 |   +3%˄ |  0.0000 |
+| 11d     ||    23.15 |    22.32 |   -4%˄ ||    43.20 |    44.79 |   +4%˄ |  0.0000 |
+| 12a     ||    29.86 |    28.82 |   -3%˄ ||    33.48 |    34.69 |   +4%˄ |  0.0000 |
+| 12b     ||    28.99 |    28.09 |   -3%˄ ||    34.49 |    35.60 |   +3%˄ |  0.0000 |
+| 12c     ||    66.66 |    63.82 |   -4%˄ ||    15.00 |    15.67 |   +4%˄ |  0.0000 |
+| 13a     ||   180.89 |   173.88 |   -4%˄ ||     5.53 |     5.75 |   +4%˄ |  0.0000 |
+| 13b     ||   223.89 |   217.33 |   -3%˄ ||     4.47 |     4.60 |   +3%˄ |  0.0000 |
+| 13c     ||   188.34 |   181.42 |   -4%˄ ||     5.31 |     5.51 |   +4%˄ |  0.0000 |
+| 13d     ||   491.15 |   474.70 |   -3%˄ ||     2.04 |     2.11 |   +3%˄ |  0.0000 |
+| 14a     ||   100.80 |    97.21 |   -4%˄ ||     9.92 |    10.29 |   +4%˄ |  0.0000 |
+| 14b     ||   111.09 |   107.08 |   -4%˄ ||     9.00 |     9.34 |   +4%˄ |  0.0000 |
+| 14c     ||   207.35 |   200.02 |   -4%˄ ||     4.82 |     5.00 |   +4%˄ |  0.0000 |
+| 15a     ||    52.85 |    51.32 |   -3%˄ ||    18.92 |    19.48 |   +3%˄ |  0.0000 |
+| 15b     ||    54.15 |    52.72 |   -3%˄ ||    18.47 |    18.97 |   +3%˄ |  0.0000 |
+| 15c     ||    44.05 |    42.87 |   -3%˄ ||    22.70 |    23.32 |   +3%˄ |  0.0000 |
+| 15d     ||    39.86 |    38.62 |   -3%˄ ||    25.08 |    25.89 |   +3%˄ |  0.0000 |
+| 16a     ||  1306.35 |  1238.94 |   -5%  ||     0.77 |     0.81 |   +5%  |  0.0000 |
+| 16b     ||  2356.87 |  2271.05 |   -4%  ||     0.42 |     0.44 |   +4%  |  0.0000 |
+| 16c     ||  1445.14 |  1376.54 |   -5%  ||     0.69 |     0.73 |   +5%  |  0.0000 |
+| 16d     ||  1408.55 |  1343.32 |   -5%  ||     0.71 |     0.74 |   +5%  |  0.0000 |
+| 17a     ||   431.35 |   408.58 |   -5%˄ ||     2.32 |     2.45 |   +6%˄ |  0.0000 |
+| 17b     ||   343.63 |   323.83 |   -6%˄ ||     2.91 |     3.09 |   +6%˄ |  0.0000 |
+| 17c     ||   325.08 |   306.86 |   -6%˄ ||     3.08 |     3.26 |   +6%˄ |  0.0000 |
+| 17d     ||   396.03 |   375.56 |   -5%˄ ||     2.53 |     2.66 |   +5%˄ |  0.0000 |
+| 17e     ||  1486.36 |  1434.15 |   -4%  ||     0.67 |     0.70 |   +4%  |  0.0000 |
+| 17f     ||   852.77 |   819.80 |   -4%  ||     1.17 |     1.22 |   +4%  |  0.0000 |
+| 18a     ||   133.28 |   129.90 |   -3%˄ ||     7.50 |     7.70 |   +3%˄ |  0.0000 |
+| 18b     ||   103.84 |   100.29 |   -3%˄ ||     9.63 |     9.97 |   +4%˄ |  0.0000 |
+| 18c     ||   204.39 |   195.96 |   -4%˄ ||     4.89 |     5.10 |   +4%˄ |  0.0000 |
+| 19a     ||   215.59 |   209.02 |   -3%˄ ||     4.64 |     4.78 |   +3%˄ |  0.0000 |
+| 19b     ||   178.29 |   171.19 |   -4%˄ ||     5.61 |     5.84 |   +4%˄ |  0.0000 |
+| 19c     ||   259.37 |   251.07 |   -3%˄ ||     3.86 |     3.98 |   +3%˄ |  0.0000 |
+| 19d     ||   622.40 |   606.82 |   -3%  ||     1.61 |     1.65 |   +3%  |  0.0000 |
+| 1a      ||    10.73 |    10.34 |   -4%˄ ||    93.14 |    96.69 |   +4%˄ |  0.0000 |
+| 1b      ||    13.15 |    12.71 |   -3%˄ ||    76.00 |    78.66 |   +3%˄ |  0.0000 |
+| 1c      ||    14.91 |    14.45 |   -3%˄ ||    67.07 |    69.20 |   +3%˄ |  0.0000 |
+| 1d      ||    10.01 |     9.70 |   -3%˄ ||    99.84 |   103.11 |   +3%˄ |  0.0000 |
+| 20a     ||   587.06 |   555.51 |   -5%˄ ||     1.70 |     1.80 |   +6%˄ |  0.0000 |
+| 20b     ||   623.16 |   591.97 |   -5%˄ ||     1.60 |     1.69 |   +5%˄ |  0.0000 |
+| 20c     ||   362.73 |   349.60 |   -4%˄ ||     2.76 |     2.86 |   +4%˄ |  0.0000 |
+| 21a     ||   102.16 |    98.83 |   -3%˄ ||     9.79 |    10.12 |   +3%˄ |  0.0000 |
+| 21b     ||    93.13 |    90.63 |   -3%˄ ||    10.74 |    11.03 |   +3%˄ |  0.0000 |
+| 21c     ||   103.25 |   100.74 |   -2%˄ ||     9.69 |     9.93 |   +2%˄ |  0.0000 |
+| 22a     ||   170.41 |   164.03 |   -4%˄ ||     5.87 |     6.10 |   +4%˄ |  0.0000 |
+| 22b     ||   154.54 |   148.66 |   -4%˄ ||     6.47 |     6.73 |   +4%˄ |  0.0000 |
+| 22c     ||   231.76 |   223.68 |   -3%˄ ||     4.31 |     4.47 |   +4%˄ |  0.0000 |
+| 22d     ||   362.34 |   347.60 |   -4%˄ ||     2.76 |     2.88 |   +4%˄ |  0.0000 |
+| 23a     ||    47.69 |    46.35 |   -3%˄ ||    20.97 |    21.57 |   +3%˄ |  0.0000 |
+| 23b     ||    54.98 |    52.82 |   -4%˄ ||    18.19 |    18.93 |   +4%˄ |  0.0000 |
+| 23c     ||    51.35 |    49.82 |   -3%˄ ||    19.47 |    20.07 |   +3%˄ |  0.0000 |
+| 24a     ||   208.07 |   202.97 |   -2%˄ ||     4.81 |     4.93 |   +3%˄ |  0.0000 |
+| 24b     ||   202.29 |   196.53 |   -3%˄ ||     4.94 |     5.09 |   +3%˄ |  0.0000 |
+| 25a     ||   111.48 |   107.57 |   -4%˄ ||     8.97 |     9.30 |   +4%˄ |  0.0000 |
+| 25b     ||    70.63 |    68.06 |   -4%˄ ||    14.16 |    14.69 |   +4%˄ |  0.0000 |
+| 25c     ||   261.45 |   249.51 |   -5%˄ ||     3.82 |     4.01 |   +5%˄ |  0.0000 |
+| 26a     ||   167.89 |   160.57 |   -4%˄ ||     5.96 |     6.23 |   +5%˄ |  0.0000 |
+| 26b     ||   135.85 |   130.29 |   -4%˄ ||     7.36 |     7.67 |   +4%˄ |  0.0000 |
+| 26c     ||   302.05 |   286.85 |   -5%˄ ||     3.31 |     3.49 |   +5%˄ |  0.0000 |
+| 27a     ||    96.19 |    93.55 |   -3%˄ ||    10.40 |    10.69 |   +3%˄ |  0.0000 |
+| 27b     ||    89.33 |    87.02 |   -3%˄ ||    11.19 |    11.49 |   +3%˄ |  0.0000 |
+| 27c     ||   103.29 |   100.76 |   -2%˄ ||     9.68 |     9.92 |   +3%˄ |  0.0000 |
+| 28a     ||   211.25 |   202.78 |   -4%˄ ||     4.73 |     4.93 |   +4%˄ |  0.0000 |
+| 28b     ||    66.97 |    64.47 |   -4%˄ ||    14.93 |    15.51 |   +4%˄ |  0.0000 |
+| 28c     ||   171.87 |   164.85 |   -4%˄ ||     5.82 |     6.07 |   +4%˄ |  0.0000 |
+| 29a     ||   172.17 |   167.96 |   -2%˄ ||     5.81 |     5.95 |   +3%˄ |  0.0000 |
+| 29b     ||   804.00 |   735.88 |   -8%  ||     1.24 |     1.36 |   +9%  |  0.0000 |
+| 29c     ||   207.56 |   202.66 |   -2%˄ ||     4.82 |     4.93 |   +2%˄ |  0.0000 |
+| 2a      ||    28.28 |    26.94 |   -5%˄ ||    35.36 |    37.12 |   +5%˄ |  0.0000 |
+| 2b      ||    26.19 |    25.05 |   -4%˄ ||    38.18 |    39.92 |   +5%˄ |  0.0000 |
+| 2c      ||    22.38 |    21.44 |   -4%˄ ||    44.68 |    46.64 |   +4%˄ |  0.0000 |
+| 2d      ||    58.04 |    55.33 |   -5%˄ ||    17.23 |    18.07 |   +5%˄ |  0.0000 |
+| 30a     ||    99.63 |    95.72 |   -4%˄ ||    10.04 |    10.45 |   +4%˄ |  0.0000 |
+| 30b     ||   104.20 |    99.23 |   -5%˄ ||     9.60 |    10.08 |   +5%˄ |  0.0000 |
+| 30c     ||   171.01 |   163.23 |   -5%˄ ||     5.85 |     6.13 |   +5%˄ |  0.0000 |
+| 31a     ||    86.14 |    82.99 |   -4%˄ ||    11.61 |    12.05 |   +4%˄ |  0.0000 |
+| 31b     ||    85.20 |    82.14 |   -4%˄ ||    11.74 |    12.17 |   +4%˄ |  0.0000 |
+| 31c     ||    96.81 |    93.17 |   -4%˄ ||    10.33 |    10.73 |   +4%˄ |  0.0000 |
+| 32a     ||    15.76 |    15.25 |   -3%˄ ||    63.45 |    65.54 |   +3%˄ |  0.0000 |
+| 32b     ||    36.74 |    34.56 |   -6%˄ ||    27.21 |    28.93 |   +6%˄ |  0.0000 |
+| 33a     ||    35.14 |    34.00 |   -3%˄ ||    28.45 |    29.41 |   +3%˄ |  0.0000 |
+| 33b     ||    22.95 |    22.11 |   -4%˄ ||    43.57 |    45.23 |   +4%˄ |  0.0000 |
+| 33c     ||    41.51 |    40.45 |   -3%˄ ||    24.09 |    24.72 |   +3%˄ |  0.0000 |
+| 3a      ||    62.74 |    60.41 |   -4%˄ ||    15.94 |    16.55 |   +4%˄ |  0.0000 |
+| 3b      ||    16.95 |    16.45 |   -3%˄ ||    58.99 |    60.78 |   +3%˄ |  0.0000 |
+| 3c      ||   229.49 |   223.28 |   -3%˄ ||     4.36 |     4.48 |   +3%˄ |  0.0000 |
+| 4a      ||   136.40 |   131.96 |   -3%˄ ||     7.33 |     7.58 |   +3%˄ |  0.0000 |
+| 4b      ||    16.03 |    15.52 |   -3%˄ ||    62.37 |    64.44 |   +3%˄ |  0.0000 |
+| 4c      ||   193.80 |   189.34 |   -2%˄ ||     5.16 |     5.28 |   +2%˄ |  0.0000 |
+| 5a      ||    45.33 |    43.54 |   -4%˄ ||    22.06 |    22.96 |   +4%˄ |  0.0000 |
+| 5b      ||    48.61 |    47.45 |   -2%˄ ||    20.57 |    21.07 |   +2%˄ |  0.0000 |
+| 5c      ||    87.96 |    85.04 |   -3%˄ ||    11.37 |    11.76 |   +3%˄ |  0.0000 |
+| 6a      ||   151.88 |   147.61 |   -3%˄ ||     6.58 |     6.77 |   +3%˄ |  0.0000 |
+| 6b      ||   166.64 |   161.34 |   -3%˄ ||     6.00 |     6.20 |   +3%˄ |  0.0000 |
+| 6c      ||   144.00 |   140.16 |   -3%˄ ||     6.94 |     7.13 |   +3%˄ |  0.0000 |
+| 6d      ||   357.53 |   341.63 |   -4%˄ ||     2.80 |     2.93 |   +5%˄ |  0.0000 |
+| 6e      ||   150.04 |   145.80 |   -3%˄ ||     6.66 |     6.86 |   +3%˄ |  0.0000 |
+| 6f      ||   656.30 |   624.92 |   -5%  ||     1.52 |     1.60 |   +5%  |  0.0000 |
+| 7a      ||    87.15 |    85.20 |   -2%˄ ||    11.47 |    11.74 |   +2%˄ |  0.0000 |
+| 7b      ||    80.24 |    78.73 |   -2%˄ ||    12.46 |    12.70 |   +2%˄ |  0.0000 |
+| 7c      ||   544.96 |   527.38 |   -3%˄ ||     1.83 |     1.90 |   +3%˄ |  0.0000 |
+| 8a      ||   170.72 |   167.27 |   -2%˄ ||     5.86 |     5.98 |   +2%˄ |  0.0000 |
+| 8b      ||   167.98 |   164.36 |   -2%˄ ||     5.95 |     6.08 |   +2%˄ |  0.0000 |
+| 8c      ||  1785.52 |  1710.35 |   -4%  ||     0.56 |     0.58 |   +4%  |  0.0000 |
+| 8d      ||   294.71 |   282.86 |   -4%˄ ||     3.39 |     3.54 |   +4%˄ |  0.0000 |
+| 9a      ||   245.68 |   236.77 |   -4%˄ ||     4.07 |     4.22 |   +4%˄ |  0.0000 |
+| 9b      ||   156.74 |   150.46 |   -4%˄ ||     6.38 |     6.65 |   +4%˄ |  0.0000 |
+| 9c      ||   274.30 |   264.78 |   -3%˄ ||     3.65 |     3.78 |   +4%˄ |  0.0000 |
+| 9d      ||   410.18 |   396.10 |   -3%˄ ||     2.44 |     2.52 |   +4%˄ |  0.0000 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 28604.92 | 27442.26 |   -4%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +4%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                            |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 9 clients, 9 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkJoinOrder_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_mt.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkJoinOrder_044e600db1dab827693023c0766273b0a40d4606_mt.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                                    | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                                    |
 |  benchmark_mode               | Shuffled                                                                                                          | Shuffled                                                                                                          |
 |  build_type                   | release                                                                                                           | release                                                                                                           |
 |  chunk_indexes                | False                                                                                                             | False                                                                                                             |
 |  chunk_size                   | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                      | 9                                                                                                                 | 9                                                                                                                 |
 |  compiler                     | clang 17.0.2                                                                                                      | clang 17.0.2                                                                                                      |
 |  cores                        | 9                                                                                                                 | 9                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                 | 0                                                                                                                 |
 |  date                         | 2024-03-01 02:25:40                                                                                               | 2024-03-01 06:10:08                                                                                               |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                           |
 |  max_duration                 | 1200000000000                                                                                                     | 1200000000000                                                                                                     |
 |  max_runs                     | -1                                                                                                                | -1                                                                                                                |
 |  time_unit                    | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler              | True                                                                                                              | True                                                                                                              |
 |  utilized_cores_per_numa_node | [9]                                                                                                               | [9]                                                                                                               |
 |  verify                       | False                                                                                                             | False                                                                                                             |
 |  warmup_duration              | 0                                                                                                                 | 0                                                                                                                 |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   173.28 |   171.16 |   -1%  ||     0.22 |     0.22 |   +0%  |  0.9524 |
+| 10b     ||   119.20 |   103.93 |  -13%  ||     0.22 |     0.22 |   +0%  |  0.5132 |
+| 10c     ||   431.39 |   371.55 |  -14%  ||     0.22 |     0.22 |   +0%  |  0.1617 |
+| 11a     ||    85.97 |   103.05 |  +20%  ||     0.22 |     0.22 |   +1%  |  0.2339 |
+| 11b     ||   147.84 |   108.82 |  -26%  ||     0.22 |     0.22 |   +0%  |  0.3375 |
+| 11c     ||    82.15 |    96.89 |  +18%  ||     0.22 |     0.22 |   +0%  |  0.4891 |
+| 11d     ||   119.08 |    75.84 |  -36%  ||     0.22 |     0.22 |   +0%  |  0.1239 |
+| 12a     ||    99.81 |   121.70 |  +22%  ||     0.22 |     0.22 |   +0%  |  0.3779 |
+| 12b     ||    59.92 |    98.52 |  +64%  ||     0.22 |     0.22 |   +0%  |  0.0641 |
+| 12c     ||   211.52 |   206.86 |   -2%  ||     0.22 |     0.22 |   +0%  |  0.8616 |
+| 13a     ||   336.95 |   292.48 |  -13%  ||     0.22 |     0.22 |   +0%  |  0.1286 |
+| 13b     ||   278.89 |   278.37 |   -0%  ||     0.22 |     0.22 |   +0%  |  0.9901 |
+| 13c     ||   228.43 |   213.15 |   -7%  ||     0.22 |     0.22 |   +0%  |  0.5150 |
+| 13d     ||   630.38 |   663.64 |   +5%  ||     0.22 |     0.22 |   +0%  |  0.3737 |
+| 14a     ||   252.90 |   316.95 |  +25%  ||     0.22 |     0.22 |   +0%  |  0.1178 |
+| 14b     ||   257.97 |   272.73 |   +6%  ||     0.22 |     0.22 |   +0%  |  0.7122 |
+| 14c     ||   370.85 |   341.12 |   -8%  ||     0.22 |     0.22 |   +1%  |  0.3808 |
+| 15a     ||   104.71 |   123.41 |  +18%  ||     0.22 |     0.22 |   +0%  |  0.3574 |
+| 15b     ||    89.79 |   115.64 |  +29%  ||     0.22 |     0.22 |   +0%  |  0.2467 |
+| 15c     ||   122.65 |    93.71 |  -24%  ||     0.22 |     0.22 |   +1%  |  0.1877 |
+| 15d     ||    93.41 |   112.25 |  +20%  ||     0.22 |     0.22 |   +0%  |  0.3317 |
+| 16a     ||  1377.45 |  1282.01 |   -7%  ||     0.22 |     0.22 |   +1%  |  0.1745 |
+| 16b     ||  2475.89 |  2611.49 |   +5%  ||     0.22 |     0.22 |   +0%  |  0.0745 |
+| 16c     ||  1449.96 |  1469.08 |   +1%  ||     0.22 |     0.22 |   +1%  |  0.7662 |
+| 16d     ||  1500.94 |  1510.60 |   +1%  ||     0.22 |     0.22 |   +0%  |  0.8985 |
+| 17a     ||   759.38 |   812.93 |   +7%  ||     0.22 |     0.22 |   +1%  |  0.4528 |
+| 17b     ||   525.44 |   609.53 |  +16%  ||     0.22 |     0.22 |   +0%  |  0.0961 |
+| 17c     ||   609.15 |   536.03 |  -12%  ||     0.22 |     0.22 |   +0%  |  0.2333 |
+| 17d     ||   561.25 |   523.28 |   -7%  ||     0.22 |     0.22 |   +1%  |  0.4826 |
+| 17e     ||  1454.96 |  1421.03 |   -2%  ||     0.22 |     0.22 |   +0%  |  0.6435 |
+| 17f     ||   980.81 |   959.22 |   -2%  ||     0.22 |     0.22 |   +0%  |  0.7432 |
+| 18a     ||   216.53 |   209.56 |   -3%  ||     0.22 |     0.22 |   +0%  |  0.8429 |
+| 18b     ||   283.65 |   278.10 |   -2%  ||     0.22 |     0.22 |   +0%  |  0.8965 |
+| 18c     ||   392.62 |   482.29 |  +23%  ||     0.22 |     0.22 |   +0%  |  0.0700 |
+| 19a     ||   424.36 |   457.36 |   +8%  ||     0.22 |     0.22 |   +0%  |  0.4608 |
+| 19b     ||   301.51 |   344.81 |  +14%  ||     0.22 |     0.22 |   +1%  |  0.3140 |
+| 19c     ||   474.26 |   497.28 |   +5%  ||     0.22 |     0.22 |   +0%  |  0.6753 |
+| 19d     ||  1066.98 |  1036.71 |   -3%  ||     0.22 |     0.22 |   +0%  |  0.6163 |
+| 1a      ||    24.28 |    41.75 |  +72%  ||     0.22 |     0.22 |   +0%  |  0.2120 |
+| 1b      ||    46.61 |    36.62 |  -21%  ||     0.22 |     0.22 |   +0%  |  0.5697 |
+| 1c      ||    72.88 |    36.80 |  -50%  ||     0.22 |     0.22 |   +0%  |  0.1074 |
+| 1d      ||    47.73 |    27.73 |  -42%  ||     0.22 |     0.22 |   +0%  |  0.1025 |
+| 20a     ||   415.29 |   407.98 |   -2%  ||     0.22 |     0.22 |   +0%  |  0.8816 |
+| 20b     ||   315.52 |   403.31 |  +28%  ||     0.22 |     0.22 |   +0%  |  0.0428 |
+| 20c     ||   343.53 |   302.86 |  -12%  ||     0.22 |     0.22 |   +0%  |  0.2391 |
+| 21a     ||   143.13 |   111.44 |  -22%  ||     0.22 |     0.22 |   +0%  |  0.2360 |
+| 21b     ||   151.42 |    97.12 |  -36%  ||     0.22 |     0.22 |   +0%  |  0.0304 |
+| 21c     ||   135.38 |   154.43 |  +14%  ||     0.22 |     0.22 |   +0%  |  0.5100 |
+| 22a     ||   277.19 |   344.74 |  +24%  ||     0.22 |     0.22 |   +0%  |  0.0877 |
+| 22b     ||   294.44 |   277.51 |   -6%  ||     0.22 |     0.22 |   +0%  |  0.6821 |
+| 22c     ||   498.59 |   369.23 |  -26%  ||     0.22 |     0.22 |   +0%  |  0.0160 |
+| 22d     ||   565.34 |   619.61 |  +10%  ||     0.22 |     0.22 |   +0%  |  0.3498 |
+| 23a     ||   123.01 |   106.09 |  -14%  ||     0.22 |     0.22 |   +0%  |  0.4905 |
+| 23b     ||    86.02 |   128.07 |  +49%  ||     0.22 |     0.22 |   +0%  |  0.0748 |
+| 23c     ||    88.68 |   140.48 |  +58%  ||     0.22 |     0.22 |   +1%  |  0.0106 |
+| 24a     ||   360.28 |   273.54 |  -24%  ||     0.22 |     0.22 |   +0%  |  0.0664 |
+| 24b     ||   314.75 |   232.82 |  -26%  ||     0.22 |     0.22 |   +0%  |  0.0656 |
+| 25a     ||   235.78 |   266.54 |  +13%  ||     0.22 |     0.22 |   +0%  |  0.3886 |
+| 25b     ||   138.33 |   172.63 |  +25%  ||     0.22 |     0.22 |   +1%  |  0.1951 |
+| 25c     ||   583.29 |   605.05 |   +4%  ||     0.22 |     0.22 |   +0%  |  0.6796 |
+| 26a     ||   299.20 |   322.12 |   +8%  ||     0.22 |     0.22 |   +0%  |  0.5471 |
+| 26b     ||   213.90 |   210.02 |   -2%  ||     0.22 |     0.22 |   +0%  |  0.8885 |
+| 26c     ||   450.61 |   466.00 |   +3%  ||     0.22 |     0.22 |   +0%  |  0.6988 |
+| 27a     ||   123.84 |   146.18 |  +18%  ||     0.22 |     0.22 |   +0%  |  0.3540 |
+| 27b     ||   173.43 |   120.81 |  -30%  ||     0.22 |     0.22 |   +0%  |  0.1001 |
+| 27c     ||   133.51 |   136.68 |   +2%  ||     0.22 |     0.22 |   +1%  |  0.8965 |
+| 28a     ||   384.25 |   368.97 |   -4%  ||     0.22 |     0.22 |   +0%  |  0.6422 |
+| 28b     ||   192.93 |   174.08 |  -10%  ||     0.22 |     0.22 |   +1%  |  0.6223 |
+| 28c     ||   392.00 |   399.02 |   +2%  ||     0.22 |     0.22 |   +0%  |  0.8737 |
+| 29a     ||   241.87 |   232.64 |   -4%  ||     0.22 |     0.22 |   +1%  |  0.7764 |
+| 29b     ||   423.69 |   446.22 |   +5%  ||     0.22 |     0.22 |   +0%  |  0.6539 |
+| 29c     ||   332.94 |   295.84 |  -11%  ||     0.22 |     0.22 |   +1%  |  0.4246 |
+| 2a      ||    96.89 |    90.31 |   -7%  ||     0.22 |     0.22 |   +0%  |  0.6706 |
+| 2b      ||   120.64 |   111.79 |   -7%  ||     0.22 |     0.22 |   +0%  |  0.7550 |
+| 2c      ||    70.43 |    81.88 |  +16%  ||     0.22 |     0.22 |   +0%  |  0.5524 |
+| 2d      ||   159.83 |   138.20 |  -14%  ||     0.22 |     0.22 |   +0%  |  0.3295 |
+| 30a     ||   240.68 |   204.87 |  -15%  ||     0.22 |     0.22 |   +0%  |  0.2788 |
+| 30b     ||   241.95 |   240.64 |   -1%  ||     0.22 |     0.22 |   +0%  |  0.9752 |
+| 30c     ||   477.54 |   430.51 |  -10%  ||     0.22 |     0.22 |   +0%  |  0.3628 |
+| 31a     ||   170.68 |   204.87 |  +20%  ||     0.22 |     0.22 |   +1%  |  0.3003 |
+| 31b     ||   152.11 |   184.47 |  +21%  ||     0.22 |     0.22 |   +1%  |  0.3791 |
+| 31c     ||   198.08 |   227.53 |  +15%  ||     0.22 |     0.22 |   +0%  |  0.3214 |
+| 32a     ||    43.91 |    42.01 |   -4%  ||     0.22 |     0.22 |   +0%  |  0.8286 |
+| 32b     ||   181.80 |   104.88 |  -42%  ||     0.22 |     0.22 |   +0%  |  0.0193 |
+| 33a     ||    79.88 |    97.25 |  +22%  ||     0.22 |     0.22 |   +0%  |  0.3265 |
+| 33b     ||    80.23 |    62.01 |  -23%  ||     0.22 |     0.22 |   +0%  |  0.3861 |
+| 33c     ||   157.24 |   134.17 |  -15%  ||     0.22 |     0.22 |   +0%  |  0.5135 |
+| 3a      ||   169.03 |   201.09 |  +19%  ||     0.22 |     0.22 |   +1%  |  0.3497 |
+| 3b      ||    58.88 |    52.49 |  -11%  ||     0.22 |     0.22 |   +0%  |  0.7119 |
+| 3c      ||   310.43 |   370.92 |  +19%  ||     0.22 |     0.22 |   +0%  |  0.2159 |
+| 4a      ||   234.90 |   194.67 |  -17%  ||     0.22 |     0.22 |   +0%  |  0.2891 |
+| 4b      ||    39.06 |    41.07 |   +5%  ||     0.22 |     0.22 |   +0%  |  0.8689 |
+| 4c      ||   215.04 |   231.10 |   +7%  ||     0.22 |     0.22 |   +0%  |  0.5803 |
+| 5a      ||   127.03 |   155.40 |  +22%  ||     0.22 |     0.22 |   +0%  |  0.4148 |
+| 5b      ||   110.61 |   112.76 |   +2%  ||     0.22 |     0.22 |   +0%  |  0.9286 |
+| 5c      ||   264.21 |   198.93 |  -25%  ||     0.22 |     0.22 |   +0%  |  0.1478 |
+| 6a      ||   147.98 |   147.33 |   -0%  ||     0.22 |     0.22 |   +0%  |  0.9827 |
+| 6b      ||   187.99 |   174.85 |   -7%  ||     0.22 |     0.22 |   +0%  |  0.6842 |
+| 6c      ||   124.28 |   154.54 |  +24%  ||     0.22 |     0.22 |   +0%  |  0.2352 |
+| 6d      ||   482.90 |   428.11 |  -11%  ||     0.22 |     0.22 |   +0%  |  0.1740 |
+| 6e      ||   162.46 |   117.29 |  -28%  ||     0.22 |     0.22 |   +0%  |  0.0796 |
+| 6f      ||   936.44 |   910.02 |   -3%  ||     0.22 |     0.22 |   +0%  |  0.5919 |
+| 7a      ||   147.41 |   141.85 |   -4%  ||     0.22 |     0.22 |   +0%  |  0.8287 |
+| 7b      ||   122.72 |   159.90 |  +30%  ||     0.22 |     0.22 |   +0%  |  0.1019 |
+| 7c      ||   960.66 |   948.50 |   -1%  ||     0.22 |     0.22 |   +1%  |  0.8592 |
+| 8a      ||   204.15 |   189.99 |   -7%  ||     0.22 |     0.22 |   +1%  |  0.7063 |
+| 8b      ||   143.37 |   191.81 |  +34%  ||     0.22 |     0.22 |   +0%  |  0.0958 |
+| 8c      ||  1872.59 |  1779.89 |   -5%  ||     0.22 |     0.22 |   +0%  |  0.1526 |
+| 8d      ||   494.11 |   490.94 |   -1%  ||     0.22 |     0.22 |   +0%  |  0.9411 |
+| 9a      ||   516.94 |   539.54 |   +4%  ||     0.22 |     0.22 |   +0%  |  0.7116 |
+| 9b      ||   383.43 |   337.95 |  -12%  ||     0.22 |     0.22 |   +1%  |  0.3286 |
+| 9c      ||   511.70 |   554.95 |   +8%  ||     0.22 |     0.22 |   +1%  |  0.4998 |
+| 9d      ||   790.74 |   838.40 |   +6%  ||     0.22 |     0.22 |   +0%  |  0.4293 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 39966.84 | 39817.70 |   -0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +0%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkStarSchema_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_st.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkStarSchema_044e600db1dab827693023c0766273b0a40d4606_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                                     | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                                     |
 |  benchmark_mode         | Ordered                                                                                                            | Ordered                                                                                                            |
 |  build_type             | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes          | False                                                                                                              | False                                                                                                              |
 |  chunk_size             | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                | 1                                                                                                                  | 1                                                                                                                  |
 |  compiler               | clang 17.0.2                                                                                                       | clang 17.0.2                                                                                                       |
 |  cores                  | 0                                                                                                                  | 0                                                                                                                  |
 |  data_preparation_cores | 0                                                                                                                  | 0                                                                                                                  |
 |  date                   | 2024-03-01 02:46:04                                                                                                | 2024-03-01 06:30:32                                                                                                |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                            |
 |  max_duration           | 60000000000                                                                                                        | 60000000000                                                                                                        |
 |  max_runs               | 100                                                                                                                | 100                                                                                                                |
 |  scale_factor           | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit              | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler        | False                                                                                                              | False                                                                                                              |
 |  verify                 | False                                                                                                              | False                                                                                                              |
 |  warmup_duration        | 1000000000                                                                                                         | 1000000000                                                                                                         |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
++---------++----------+---------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |     new |        ||      old |      new |        |         |
++---------++----------+---------+--------++----------+----------+--------+---------+
+| 1.1     ||   255.51 |  270.49 |   +6%˄ ||     3.91 |     3.70 |   -6%˄ |  0.0000 |
+| 1.2     ||   134.95 |  138.89 |   +3%˄ ||     7.41 |     7.20 |   -3%˄ |  0.0000 |
+| 1.3     ||   132.23 |  133.69 |   +1%˄ ||     7.56 |     7.48 |   -1%˄ |  0.0835 |
+| 2.1     ||   481.35 |  474.74 |   -1%˄ ||     2.08 |     2.11 |   +1%˄ |  0.0000 |
+| 2.2     ||   257.95 |  253.96 |   -2%˄ ||     3.88 |     3.94 |   +2%˄ |  0.0000 |
+| 2.3     ||   172.70 |  170.77 |   -1%˄ ||     5.79 |     5.86 |   +1%˄ |  0.0000 |
+| 3.1     ||  2668.04 | 2639.71 |   -1%  ||     0.37 |     0.38 |   +1%  |  0.3184 |
+| 3.2     ||   242.77 |  238.67 |   -2%˄ ||     4.12 |     4.19 |   +2%˄ |  0.0000 |
+| 3.3     ||   111.90 |  111.24 |   -1%˄ ||     8.94 |     8.99 |   +1%˄ |  0.1610 |
+| 3.4     ||   105.33 |  104.77 |   -1%˄ ||     9.49 |     9.54 |   +1%˄ |  0.0443 |
+| 4.1     ||  2517.84 | 2477.95 |   -2%  ||     0.40 |     0.40 |   +2%  |  0.0264 |
+| 4.2     ||   770.41 |  760.16 |   -1%  ||     1.30 |     1.32 |   +1%  |  0.0011 |
+| 4.3     ||   221.27 |  215.23 |   -3%˄ ||     4.52 |     4.65 |   +3%˄ |  0.0000 |
++---------++----------+---------+--------++----------+----------+--------+---------+
+| Sum     ||  8072.26 | 7990.27 |   -1%  ||          |          |        |         |
+| Geomean ||          |         |        ||          |          |   +0%  |         |
++---------++----------+---------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                           |
++---------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 9 clients, 9 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkStarSchema_f7417f58c4618845c7b8a8d4559788ad3c7a04e6_mt.json | /hyrise/rel_intel/benchmark_all_results/hyriseBenchmarkStarSchema_044e600db1dab827693023c0766273b0a40d4606_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f7417f58c4618845c7b8a8d4559788ad3c7a04e6-dirty                                                                     | 044e600db1dab827693023c0766273b0a40d4606-dirty                                                                     |
 |  benchmark_mode               | Shuffled                                                                                                           | Shuffled                                                                                                           |
 |  build_type                   | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes                | False                                                                                                              | False                                                                                                              |
 |  chunk_size                   | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                      | 9                                                                                                                  | 9                                                                                                                  |
 |  compiler                     | clang 17.0.2                                                                                                       | clang 17.0.2                                                                                                       |
 |  cores                        | 9                                                                                                                  | 9                                                                                                                  |
 |  data_preparation_cores       | 0                                                                                                                  | 0                                                                                                                  |
 |  date                         | 2024-03-01 02:53:16                                                                                                | 2024-03-01 06:37:45                                                                                                |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                            |
 |  max_duration                 | 1200000000000                                                                                                      | 1200000000000                                                                                                      |
 |  max_runs                     | -1                                                                                                                 | -1                                                                                                                 |
 |  scale_factor                 | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit                    | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler              | True                                                                                                               | True                                                                                                               |
 |  utilized_cores_per_numa_node | [9]                                                                                                                | [9]                                                                                                                |
 |  verify                       | False                                                                                                              | False                                                                                                              |
 |  warmup_duration              | 0                                                                                                                  | 0                                                                                                                  |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   530.79 |   511.03 |   -4%  ||     0.81 |     0.81 |   -0%  |  0.5650 |
+| 1.2     ||   306.12 |   339.09 |  +11%  ||     0.81 |     0.81 |   -0%  |  0.2007 |
+| 1.3     ||   287.89 |   299.42 |   +4%  ||     0.81 |     0.81 |   +0%  |  0.6306 |
+| 2.1     ||  1192.90 |  1198.42 |   +0%  ||     0.81 |     0.81 |   +0%  |  0.9147 |
+| 2.2     ||   687.51 |   708.48 |   +3%  ||     0.81 |     0.81 |   +0%  |  0.6088 |
+| 2.3     ||   277.83 |   267.79 |   -4%  ||     0.81 |     0.81 |   -0%  |  0.6442 |
+| 3.1     ||  2388.89 |  2448.66 |   +3%  ||     0.81 |     0.81 |   +0%  |  0.3363 |
+| 3.2     ||   608.79 |   608.42 |   -0%  ||     0.81 |     0.81 |   +0%  |  0.9919 |
+| 3.3     ||   369.64 |   323.83 |  -12%  ||     0.81 |     0.81 |   +0%  |  0.1665 |
+| 3.4     ||   320.36 |   293.43 |   -8%  ||     0.81 |     0.81 |   +0%  |  0.2650 |
+| 4.1     ||  2018.84 |  2001.65 |   -1%  ||     0.81 |     0.81 |   -0%  |  0.7809 |
+| 4.2     ||  1502.52 |  1467.74 |   -2%  ||     0.81 |     0.81 |   -0%  |  0.5178 |
+| 4.3     ||   482.83 |   506.19 |   +5%  ||     0.81 |     0.81 |   +0%  |  0.4879 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 10974.90 | 10974.16 |   -0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -0%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

Bouncner avatar Feb 29 '24 22:02 Bouncner

But since it is a PR to improve multi-threading, I will probably wait for the merge of https://github.com/hyrise/hyrise/pull/2630 which changes the benchmark script.

Will take a few more days, still benchmarking #2630 and it seems to be a bit flaky (probably due to the fewer runs).

dey4ss avatar Mar 01 '24 08:03 dey4ss

Will take a few more days, still benchmarking #2630 and it seems to be a bit flaky (probably due to the fewer runs).

Does it help if I run some tests in the DELab?

Bouncner avatar Mar 01 '24 16:03 Bouncner

@dey4ss : the PR is still blocked by others (benchmarking script). But in case you're bored: is there anything that would block this PR here?

Bouncner avatar Mar 13 '24 18:03 Bouncner

~Benchmarks~

Will redo once #2635 is in.

Bouncner avatar Mar 24 '24 05:03 Bouncner

Re-running benchmarks. The following on AMD show some weird results (SSB gets slower in queries where the aggregate takes <1 %; I cannot reproduce that).

System

cx27 - click to expand
property value
Hostname cx27
CPU AMD EPYC 7742 64-Core Processor
Memory 488GB
numactl nodebind: 0
numactl membind: 0

Commit Info and Build Time

commit date message build time
8783047e4 03.04.2024 13:25 Benchmark Runner: Do not sleep (#2635) real 434.95 user 3399.21 sys 272.60
5e7efa90a 04.04.2024 04:59 Merge, merge, merge real 446.48 user 3404.88 sys 267.31

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview----+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_5e7efa90aabc372c3617bd3f8b7208688ac51f13_st.json |
 +--------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                             | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                             |
 |  benchmark_mode          | Ordered                                                                                                    | Ordered                                                                                                    |
 |  build_type              | release                                                                                                    | release                                                                                                    |
 |  chunk_indexes           | False                                                                                                      | False                                                                                                      |
 |  chunk_size              | 65535                                                                                                      | 65535                                                                                                      |
 |  clients                 | 1                                                                                                          | 1                                                                                                          |
 |  clustering              | None                                                                                                       | None                                                                                                       |
 |  compiler                | clang 17.0.2                                                                                               | clang 17.0.2                                                                                               |
 |  cores                   | 0                                                                                                          | 0                                                                                                          |
 |  data_preparation_cores  | 0                                                                                                          | 0                                                                                                          |
 |  date                    | 2024-04-04 05:15:13                                                                                        | 2024-04-04 09:17:15                                                                                        |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                    |
 |  max_duration            | 60000000000                                                                                                | 60000000000                                                                                                |
 |  max_runs                | 50                                                                                                         | 50                                                                                                         |
 |  scale_factor            | 10.0                                                                                                       | 10.0                                                                                                       |
 |  time_unit               | ns                                                                                                         | ns                                                                                                         |
 |  use_prepared_statements | False                                                                                                      | False                                                                                                      |
 |  using_scheduler         | False                                                                                                      | False                                                                                                      |
 |  verify                  | False                                                                                                      | False                                                                                                      |
 |  warmup_duration         | 1000000000                                                                                                 | 1000000000                                                                                                 |
 +--------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|          ||      old |      new |        ||      old |      new |        |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||  6252.65 |  6186.03 |   -1%  ||     0.16 |     0.16 |   +1%  |               0.3096 |
+| TPC-H 02 ||    49.39 |    50.12 |   +1%˄ ||    20.24 |    19.94 |   -1%˄ | (run time too short) |
+| TPC-H 03 ||  1881.96 |  1844.22 |   -2%  ||     0.53 |     0.54 |   +2%  |               0.0002 |
+| TPC-H 04 ||  1903.55 |  1884.24 |   -1%  ||     0.53 |     0.53 |   +1%  |               0.0357 |
+| TPC-H 05 ||  3352.23 |  3601.07 |   +7%  ||     0.30 |     0.28 |   -7%  |               0.0000 |
+| TPC-H 06 ||   204.10 |   212.85 |   +4%˄ ||     4.90 |     4.70 |   -4%˄ | (run time too short) |
+| TPC-H 07 ||  1154.75 |  1217.10 |   +5%˄ ||     0.87 |     0.82 |   -5%˄ | (run time too short) |
+| TPC-H 08 ||   734.13 |   743.76 |   +1%˄ ||     1.36 |     1.34 |   -1%˄ | (run time too short) |
+| TPC-H 09 ||  7394.62 |  7653.00 |   +3%  ||     0.14 |     0.13 |   -3%  |                    ˅ |
+| TPC-H 10 ||  2363.73 |  1857.45 |  -21%  ||     0.42 |     0.54 |  +27%  |               0.0000 |
+| TPC-H 11 ||    74.80 |    80.13 |   +7%˄ ||    13.37 |    12.48 |   -7%˄ | (run time too short) |
+| TPC-H 12 ||  1754.11 |  1900.53 |   +8%  ||     0.57 |     0.53 |   -8%  |               0.0000 |
+| TPC-H 13 ||  7048.11 |  6606.38 |   -6%  ||     0.14 |     0.15 |   +7%  |                    ˅ |
+| TPC-H 14 ||   678.96 |   677.23 |   -0%˄ ||     1.47 |     1.48 |   +0%˄ | (run time too short) |
+| TPC-H 15 ||   267.85 |   254.15 |   -5%˄ ||     3.73 |     3.93 |   +5%˄ | (run time too short) |
+| TPC-H 16 ||   725.07 |   713.08 |   -2%˄ ||     1.38 |     1.40 |   +2%˄ | (run time too short) |
+| TPC-H 17 ||   286.97 |   292.83 |   +2%˄ ||     3.48 |     3.41 |   -2%˄ | (run time too short) |
+| TPC-H 18 ||  1617.92 |  1667.04 |   +3%  ||     0.62 |     0.60 |   -3%  |               0.0240 |
+| TPC-H 19 ||   278.34 |   295.48 |   +6%˄ ||     3.59 |     3.38 |   -6%˄ | (run time too short) |
+| TPC-H 20 ||   681.61 |   828.59 |  +22%˄ ||     1.47 |     1.21 |  -18%˄ | (run time too short) |
+| TPC-H 21 ||  6091.03 |  6156.66 |   +1%  ||     0.16 |     0.16 |   -1%  |               0.1054 |
+| TPC-H 22 ||   625.67 |   631.55 |   +1%˄ ||     1.60 |     1.58 |   -1%˄ | (run time too short) |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 45421.55 | 45353.51 |   -0%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   -1%  |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+|    Notes || ˄ Execution stopped due to max runs reached                                         |
+|          || ˅ Insufficient number of runs for p-value calculation                               |
++----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview----+----------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_st_s01.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_5e7efa90aabc372c3617bd3f8b7208688ac51f13_st_s01.json |
 +--------------------------+----------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                                 | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                                 |
 |  benchmark_mode          | Ordered                                                                                                        | Ordered                                                                                                        |
 |  build_type              | release                                                                                                        | release                                                                                                        |
 |  chunk_indexes           | False                                                                                                          | False                                                                                                          |
 |  chunk_size              | 65535                                                                                                          | 65535                                                                                                          |
 |  clients                 | 1                                                                                                              | 1                                                                                                              |
 |  clustering              | None                                                                                                           | None                                                                                                           |
 |  compiler                | clang 17.0.2                                                                                                   | clang 17.0.2                                                                                                   |
 |  cores                   | 0                                                                                                              | 0                                                                                                              |
 |  data_preparation_cores  | 0                                                                                                              | 0                                                                                                              |
 |  date                    | 2024-04-04 05:33:18                                                                                            | 2024-04-04 09:35:24                                                                                            |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                        | {'default': {'encoding': 'Dictionary'}}                                                                        |
 |  max_duration            | 60000000000                                                                                                    | 60000000000                                                                                                    |
 |  max_runs                | 50                                                                                                             | 50                                                                                                             |
 |  scale_factor            | 0.009999999776482582                                                                                           | 0.009999999776482582                                                                                           |
 |  time_unit               | ns                                                                                                             | ns                                                                                                             |
 |  use_prepared_statements | False                                                                                                          | False                                                                                                          |
 |  using_scheduler         | False                                                                                                          | False                                                                                                          |
 |  verify                  | False                                                                                                          | False                                                                                                          |
 |  warmup_duration         | 1000000000                                                                                                     | 1000000000                                                                                                     |
 +--------------------------+----------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------+
++----------++----------+---------+--------++----------+----------+--------+----------------------+
+| Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
+|          ||      old |     new |        ||      old |      new |        |                      |
++----------++----------+---------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||    10.67 |   10.68 |   +0%˄ ||    93.70 |    93.63 |   -0%˄ | (run time too short) |
+| TPC-H 02 ||     4.50 |    4.63 |   +3%˄ ||   222.17 |   216.07 |   -3%˄ | (run time too short) |
+| TPC-H 03 ||     0.68 |    0.67 |   -2%˄ ||  1458.50 |  1492.90 |   +2%˄ | (run time too short) |
+| TPC-H 04 ||     0.41 |    0.42 |   +3%˄ ||  2437.90 |  2375.96 |   -3%˄ | (run time too short) |
+| TPC-H 05 ||     0.99 |    1.03 |   +4%˄ ||  1010.12 |   971.19 |   -4%˄ | (run time too short) |
+| TPC-H 06 ||     0.22 |    0.22 |   +4%˄ ||  4614.00 |  4441.45 |   -4%˄ | (run time too short) |
+| TPC-H 07 ||    11.23 |   11.20 |   -0%˄ ||    89.06 |    89.25 |   +0%˄ | (run time too short) |
+| TPC-H 08 ||    15.38 |   15.57 |   +1%˄ ||    65.02 |    64.21 |   -1%˄ | (run time too short) |
+| TPC-H 09 ||     4.57 |    4.66 |   +2%˄ ||   218.51 |   214.69 |   -2%˄ | (run time too short) |
+| TPC-H 10 ||     0.79 |    0.72 |   -9%˄ ||  1262.74 |  1389.59 |  +10%˄ | (run time too short) |
+| TPC-H 11 ||     0.19 |    0.20 |   +6%˄ ||  5210.61 |  4902.33 |   -6%˄ | (run time too short) |
+| TPC-H 12 ||     0.68 |    0.73 |   +7%˄ ||  1466.05 |  1368.10 |   -7%˄ | (run time too short) |
+| TPC-H 13 ||     2.13 |    2.13 |   -0%˄ ||   468.34 |   469.53 |   +0%˄ | (run time too short) |
+| TPC-H 14 ||     0.31 |    0.32 |   +1%˄ ||  3189.14 |  3147.66 |   -1%˄ | (run time too short) |
+| TPC-H 15 ||     1.32 |    1.33 |   +1%˄ ||   753.38 |   747.36 |   -1%˄ | (run time too short) |
+| TPC-H 16 ||     2.56 |    2.47 |   -3%˄ ||   390.24 |   403.69 |   +3%˄ | (run time too short) |
+| TPC-H 17 ||     0.68 |    0.74 |   +9%˄ ||  1467.04 |  1341.56 |   -9%˄ | (run time too short) |
+| TPC-H 18 ||     1.15 |    1.12 |   -3%˄ ||   865.38 |   889.75 |   +3%˄ | (run time too short) |
+| TPC-H 19 ||     6.51 |    6.80 |   +4%˄ ||   153.52 |   147.02 |   -4%˄ | (run time too short) |
+| TPC-H 20 ||     2.89 |    2.92 |   +1%˄ ||   345.53 |   342.27 |   -1%˄ | (run time too short) |
+| TPC-H 21 ||     1.08 |    1.08 |   -0%˄ ||   920.33 |   921.48 |   +0%˄ | (run time too short) |
+| TPC-H 22 ||     1.27 |    1.28 |   +1%˄ ||   782.82 |   777.63 |   -1%˄ | (run time too short) |
++----------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum      ||    70.22 |   70.91 |   +1%  ||          |          |        |                      |
+| Geomean  ||          |         |        ||          |          |   -1%  |                      |
++----------++----------+---------+--------++----------+----------+--------+----------------------+
+|    Notes || ˄ Execution stopped due to max runs reached                                        |
++----------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 64 cores, SF 10.0

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +3%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_mt_ordered.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_5e7efa90aabc372c3617bd3f8b7208688ac51f13_mt_ordered.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                                     | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                                     |
 |  benchmark_mode               | Ordered                                                                                                            | Ordered                                                                                                            |
 |  build_type                   | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes                | False                                                                                                              | False                                                                                                              |
 |  chunk_size                   | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                      | 1                                                                                                                  | 1                                                                                                                  |
 |  clustering                   | None                                                                                                               | None                                                                                                               |
 |  compiler                     | clang 17.0.2                                                                                                       | clang 17.0.2                                                                                                       |
 |  cores                        | 64                                                                                                                 | 64                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                  | 0                                                                                                                  |
 |  date                         | 2024-04-04 05:33:44                                                                                                | 2024-04-04 09:35:50                                                                                                |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                            |
 |  max_duration                 | 60000000000                                                                                                        | 60000000000                                                                                                        |
 |  max_runs                     | 50                                                                                                                 | 50                                                                                                                 |
 |  scale_factor                 | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit                    | ns                                                                                                                 | ns                                                                                                                 |
 |  use_prepared_statements      | False                                                                                                              | False                                                                                                              |
 |  using_scheduler              | True                                                                                                               | True                                                                                                               |
 |  utilized_cores_per_numa_node | [64]                                                                                                               | [64]                                                                                                               |
 |  verify                       | False                                                                                                              | False                                                                                                              |
 |  warmup_duration              | 1000000000                                                                                                         | 1000000000                                                                                                         |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|          ||      old |      new |        ||      old |      new |        |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||  5835.09 |  5800.16 |   -1%  ||     0.17 |     0.17 |   +1%  |               0.7425 |
+| TPC-H 02 ||    67.06 |    74.53 |  +11%˄ ||    14.87 |    13.39 |  -10%˄ | (run time too short) |
+| TPC-H 03 ||   884.82 |   825.19 |   -7%˄ ||     1.15 |     1.21 |   +5%˄ | (run time too short) |
+| TPC-H 04 ||   824.43 |   828.62 |   +1%˄ ||     1.21 |     1.21 |   -1%˄ | (run time too short) |
+| TPC-H 05 ||   632.72 |   669.49 |   +6%˄ ||     1.58 |     1.49 |   -5%˄ | (run time too short) |
+| TPC-H 06 ||    65.61 |    67.11 |   +2%˄ ||    15.21 |    14.87 |   -2%˄ | (run time too short) |
+| TPC-H 07 ||   336.49 |   335.50 |   -0%˄ ||     2.97 |     2.98 |   +0%˄ | (run time too short) |
+| TPC-H 08 ||   291.01 |   293.67 |   +1%˄ ||     3.43 |     3.40 |   -1%˄ | (run time too short) |
+| TPC-H 09 ||  2763.66 |  2738.17 |   -1%  ||     0.36 |     0.37 |   +1%  |               0.2823 |
+| TPC-H 10 ||  1485.25 |   785.49 |  -47%˄ ||     0.67 |     1.27 |  +89%˄ | (run time too short) |
+| TPC-H 11 ||    80.57 |    76.09 |   -6%˄ ||    12.39 |    13.12 |   +6%˄ | (run time too short) |
+| TPC-H 12 ||   698.61 |   705.56 |   +1%˄ ||     1.43 |     1.42 |   -1%˄ | (run time too short) |
+| TPC-H 13 ||  4145.75 |  3917.99 |   -5%  ||     0.24 |     0.26 |   +6%  |               0.0000 |
+| TPC-H 14 ||   162.61 |   163.94 |   +1%˄ ||     6.14 |     6.09 |   -1%˄ | (run time too short) |
+| TPC-H 15 ||   184.39 |   168.23 |   -9%˄ ||     5.42 |     5.94 |  +10%˄ | (run time too short) |
+| TPC-H 16 ||   876.82 |   881.09 |   +0%˄ ||     1.14 |     1.13 |   -0%˄ | (run time too short) |
+| TPC-H 17 ||    97.55 |   101.98 |   +5%˄ ||    10.24 |     9.79 |   -4%˄ | (run time too short) |
+| TPC-H 18 ||  2745.23 |  2514.72 |   -8%  ||     0.36 |     0.40 |   +9%  |               0.0049 |
+| TPC-H 19 ||   133.79 |   132.10 |   -1%˄ ||     7.47 |     7.56 |   +1%˄ | (run time too short) |
+| TPC-H 20 ||   250.39 |   269.88 |   +8%˄ ||     3.99 |     3.70 |   -7%˄ | (run time too short) |
+| TPC-H 21 ||  1320.16 |  1341.52 |   +2%  ||     0.76 |     0.75 |   -2%  |               0.1342 |
+| TPC-H 22 ||   162.29 |   165.23 |   +2%˄ ||     6.16 |     6.05 |   -2%˄ | (run time too short) |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 24044.29 | 22856.28 |   -5%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +3%  |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+|    Notes || ˄ Execution stopped due to max runs reached                                         |
++----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 64 clients, 64 cores, SF 10.0

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_5e7efa90aabc372c3617bd3f8b7208688ac51f13_mt.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                             | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                             |
 |  benchmark_mode               | Shuffled                                                                                                   | Shuffled                                                                                                   |
 |  build_type                   | release                                                                                                    | release                                                                                                    |
 |  chunk_indexes                | False                                                                                                      | False                                                                                                      |
 |  chunk_size                   | 65535                                                                                                      | 65535                                                                                                      |
 |  clients                      | 64                                                                                                         | 64                                                                                                         |
 |  clustering                   | None                                                                                                       | None                                                                                                       |
 |  compiler                     | clang 17.0.2                                                                                               | clang 17.0.2                                                                                               |
 |  cores                        | 64                                                                                                         | 64                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                          | 0                                                                                                          |
 |  date                         | 2024-04-04 05:48:08                                                                                        | 2024-04-04 09:49:50                                                                                        |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                    |
 |  max_duration                 | 1200000000000                                                                                              | 1200000000000                                                                                              |
 |  max_runs                     | -1                                                                                                         | -1                                                                                                         |
 |  scale_factor                 | 10.0                                                                                                       | 10.0                                                                                                       |
 |  time_unit                    | ns                                                                                                         | ns                                                                                                         |
 |  use_prepared_statements      | False                                                                                                      | False                                                                                                      |
 |  using_scheduler              | True                                                                                                       | True                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                       | [64]                                                                                                       |
 |  verify                       | False                                                                                                      | False                                                                                                      |
 |  warmup_duration              | 0                                                                                                          | 0                                                                                                          |
 +-------------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |      new |        ||      old |      new |        |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6658.15 |  6519.61 |   -2%  ||     0.99 |     1.00 |   +1%  |  0.1300 |
+| TPC-H 02 ||   643.78 |   517.46 |  -20%  ||     1.00 |     1.01 |   +1%  |  0.0748 |
+| TPC-H 03 ||  2911.27 |  2885.19 |   -1%  ||     1.00 |     1.01 |   +1%  |  0.8523 |
+| TPC-H 04 ||  2413.60 |  2590.60 |   +7%  ||     1.00 |     1.01 |   +1%  |  0.1866 |
+| TPC-H 05 ||  4206.09 |  4291.18 |   +2%  ||     1.00 |     1.00 |   +1%  |  0.6573 |
+| TPC-H 06 ||   832.13 |   862.09 |   +4%  ||     1.00 |     1.01 |   +1%  |  0.7383 |
+| TPC-H 07 ||  3435.14 |  3553.27 |   +3%  ||     1.00 |     1.01 |   +1%  |  0.5366 |
+| TPC-H 08 ||  2519.67 |  2509.11 |   -0%  ||     1.00 |     1.01 |   +1%  |  0.9428 |
+| TPC-H 09 ||  6748.61 |  6803.49 |   +1%  ||     0.99 |     1.00 |   +1%  |  0.8000 |
+| TPC-H 10 ||  4600.27 |  3704.25 |  -19%  ||     1.00 |     1.00 |   +1%  |  0.0000 |
+| TPC-H 11 ||   420.91 |   596.77 |  +42%  ||     1.00 |     1.01 |   +1%  |  0.0047 |
+| TPC-H 12 ||  2641.06 |  2954.07 |  +12%  ||     1.00 |     1.01 |   +1%  |  0.0238 |
+| TPC-H 13 ||  6197.30 |  5811.09 |   -6%  ||     0.99 |     1.01 |   +1%  |  0.0012 |
+| TPC-H 14 ||  1175.64 |  1317.06 |  +12%  ||     1.00 |     1.01 |   +1%  |  0.1788 |
+| TPC-H 15 ||   685.37 |   704.16 |   +3%  ||     1.00 |     1.01 |   +1%  |  0.7764 |
+| TPC-H 16 ||  2471.34 |  2457.11 |   -1%  ||     1.00 |     1.01 |   +1%  |  0.9123 |
+| TPC-H 17 ||   885.58 |   848.42 |   -4%  ||     1.00 |     1.01 |   +1%  |  0.6818 |
+| TPC-H 18 ||  3663.19 |  3674.57 |   +0%  ||     1.00 |     1.01 |   +1%  |  0.9046 |
+| TPC-H 19 ||  1153.76 |  1194.75 |   +4%  ||     1.00 |     1.01 |   +1%  |  0.6915 |
+| TPC-H 20 ||  2189.92 |  2116.80 |   -3%  ||     1.00 |     1.01 |   +1%  |  0.6220 |
+| TPC-H 21 ||  6012.18 |  5706.30 |   -5%  ||     0.99 |     1.00 |   +1%  |  0.1617 |
+| TPC-H 22 ||  1234.51 |  1359.47 |  +10%  ||     1.00 |     1.01 |   +1%  |  0.3127 |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 63699.49 | 62976.84 |   -1%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |   +1%  |         |
++----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: +5% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_5e7efa90aabc372c3617bd3f8b7208688ac51f13_st.json |
 +-------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                              | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                              |
 |  benchmark_mode         | Ordered                                                                                                     | Ordered                                                                                                     |
 |  build_type             | release                                                                                                     | release                                                                                                     |
 |  chunk_indexes          | False                                                                                                       | False                                                                                                       |
 |  chunk_size             | 65535                                                                                                       | 65535                                                                                                       |
 |  clients                | 1                                                                                                           | 1                                                                                                           |
 |  compiler               | clang 17.0.2                                                                                                | clang 17.0.2                                                                                                |
 |  cores                  | 0                                                                                                           | 0                                                                                                           |
 |  data_preparation_cores | 0                                                                                                           | 0                                                                                                           |
 |  date                   | 2024-04-04 06:10:19                                                                                         | 2024-04-04 10:11:56                                                                                         |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                     | {'default': {'encoding': 'Dictionary'}}                                                                     |
 |  max_duration           | 60000000000                                                                                                 | 60000000000                                                                                                 |
 |  max_runs               | 50                                                                                                          | 50                                                                                                          |
 |  time_unit              | ns                                                                                                          | ns                                                                                                          |
 |  using_scheduler        | False                                                                                                       | False                                                                                                       |
 |  verify                 | False                                                                                                       | False                                                                                                       |
 |  warmup_duration        | 1000000000                                                                                                  | 1000000000                                                                                                  |
 +-------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|         ||      old |      new |        ||      old |      new |        |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 01      ||   290.63 |   318.96 |  +10%˄ ||     3.44 |     3.13 |   -9%˄ | (run time too short) |
+| 03      ||   100.76 |   100.70 |   -0%˄ ||     9.92 |     9.93 |   +0%˄ | (run time too short) |
+| 06      ||   233.66 |   235.85 |   +1%˄ ||     4.28 |     4.24 |   -1%˄ | (run time too short) |
+| 07      ||   367.83 |   384.07 |   +4%˄ ||     2.72 |     2.60 |   -4%˄ | (run time too short) |
+| 09      ||  1100.72 |  1074.29 |   -2%˄ ||     0.91 |     0.93 |   +2%˄ | (run time too short) |
+| 10      ||   160.95 |   162.70 |   +1%˄ ||     6.21 |     6.15 |   -1%˄ | (run time too short) |
+| 13      ||   674.40 |   687.71 |   +2%˄ ||     1.48 |     1.45 |   -2%˄ | (run time too short) |
+| 15      ||   136.35 |   138.55 |   +2%˄ ||     7.33 |     7.22 |   -2%˄ | (run time too short) |
+| 16      ||    70.12 |    67.62 |   -4%˄ ||    14.26 |    14.78 |   +4%˄ | (run time too short) |
+| 17      ||   420.19 |   425.93 |   +1%˄ ||     2.38 |     2.35 |   -1%˄ | (run time too short) |
+| 19      ||   135.23 |   138.36 |   +2%˄ ||     7.39 |     7.23 |   -2%˄ | (run time too short) |
+| 25      ||   205.26 |   213.62 |   +4%˄ ||     4.87 |     4.68 |   -4%˄ | (run time too short) |
+| 26      ||   152.18 |   152.74 |   +0%˄ ||     6.57 |     6.55 |   -0%˄ | (run time too short) |
+| 28      ||   819.94 |   801.74 |   -2%˄ ||     1.22 |     1.25 |   +2%˄ | (run time too short) |
+| 29      ||   600.31 |   592.54 |   -1%˄ ||     1.67 |     1.69 |   +1%˄ | (run time too short) |
+| 31      ||  1587.35 |  1579.46 |   -0%  ||     0.63 |     0.63 |   +0%  |               0.1768 |
+| 32      ||    34.16 |    34.74 |   +2%˄ ||    29.25 |    28.77 |   -2%˄ | (run time too short) |
+| 34      ||   225.36 |   231.09 |   +3%˄ ||     4.44 |     4.33 |   -2%˄ | (run time too short) |
+| 35      ||   820.06 |   828.33 |   +1%˄ ||     1.22 |     1.21 |   -1%˄ | (run time too short) |
+| 37      ||   822.76 |   793.11 |   -4%˄ ||     1.22 |     1.26 |   +4%˄ | (run time too short) |
+| 39a     ||  1954.70 |  1896.19 |   -3%  ||     0.51 |     0.53 |   +3%  |               0.0274 |
+| 39b     ||  2000.50 |  1894.44 |   -5%  ||     0.50 |     0.53 |   +6%  |               0.0000 |
+| 41      ||   336.25 |   299.97 |  -11%˄ ||     2.97 |     3.33 |  +12%˄ | (run time too short) |
+| 42      ||   113.06 |   113.72 |   +1%˄ ||     8.84 |     8.79 |   -1%˄ | (run time too short) |
+| 43      ||  1076.06 |  1045.40 |   -3%˄ ||     0.93 |     0.96 |   +3%˄ | (run time too short) |
+| 45      ||   176.20 |   173.73 |   -1%˄ ||     5.67 |     5.76 |   +1%˄ | (run time too short) |
+| 48      ||  1143.99 |  1143.70 |   -0%˄ ||     0.87 |     0.87 |   +0%˄ | (run time too short) |
+| 50      ||   161.20 |   160.58 |   -0%˄ ||     6.20 |     6.23 |   +0%˄ | (run time too short) |
+| 52      ||   111.57 |   113.02 |   +1%˄ ||     8.96 |     8.85 |   -1%˄ | (run time too short) |
+| 55      ||   104.72 |   105.37 |   +1%˄ ||     9.55 |     9.49 |   -1%˄ | (run time too short) |
+| 62      ||   589.38 |   593.29 |   +1%˄ ||     1.70 |     1.69 |   -1%˄ | (run time too short) |
+| 65      ||  2117.37 |  2405.35 |  +14%  ||     0.47 |     0.42 |  -12%  |               0.0000 |
+| 69      ||   180.45 |   178.28 |   -1%˄ ||     5.54 |     5.61 |   +1%˄ | (run time too short) |
+| 73      ||   106.38 |   105.86 |   -0%˄ ||     9.40 |     9.44 |   +0%˄ | (run time too short) |
+| 79      ||   613.67 |   627.96 |   +2%˄ ||     1.63 |     1.59 |   -2%˄ | (run time too short) |
+| 81      ||   202.03 |   208.20 |   +3%˄ ||     4.95 |     4.80 |   -3%˄ | (run time too short) |
+| 82      ||   867.16 |   842.71 |   -3%˄ ||     1.15 |     1.19 |   +3%˄ | (run time too short) |
+| 83      ||    53.18 |    53.95 |   +1%˄ ||    18.80 |    18.53 |   -1%˄ | (run time too short) |
+| 85      ||   209.20 |   208.04 |   -1%˄ ||     4.78 |     4.81 |   +1%˄ | (run time too short) |
+| 88      ||   955.23 |   944.41 |   -1%˄ ||     1.05 |     1.06 |   +1%˄ | (run time too short) |
+| 91      ||    21.22 |    21.39 |   +1%˄ ||    47.07 |    46.71 |   -1%˄ | (run time too short) |
+| 92      ||    53.98 |    50.20 |   -7%˄ ||    18.52 |    19.91 |   +8%˄ | (run time too short) |
+| 93      ||  5234.44 |  5220.77 |   -0%  ||     0.19 |     0.19 |   +0%  |               0.3792 |
+| 94      ||    52.38 |    54.03 |   +3%˄ ||    19.08 |    18.50 |   -3%˄ | (run time too short) |
+| 95      ||  4838.12 |  4758.57 |   -2%  ||     0.21 |     0.21 |   +2%  |               0.1495 |
+| 96      ||    84.76 |    83.52 |   -1%˄ ||    11.80 |    11.97 |   +1%˄ | (run time too short) |
+| 97      ||  2924.89 |  4805.02 |  +64%  ||     0.34 |     0.21 |  -39%  |               0.0000 |
+| 99      ||  1099.43 |  1079.27 |   -2%˄ ||     0.91 |     0.93 |   +2%˄ | (run time too short) |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 36339.74 | 38149.03 |   +5%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   -1%  |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+|   Notes || ˄ Execution stopped due to max runs reached                                         |
++---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_mt_ordered.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_5e7efa90aabc372c3617bd3f8b7208688ac51f13_mt_ordered.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                                      | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                                      |
 |  benchmark_mode               | Ordered                                                                                                             | Ordered                                                                                                             |
 |  build_type                   | release                                                                                                             | release                                                                                                             |
 |  chunk_indexes                | False                                                                                                               | False                                                                                                               |
 |  chunk_size                   | 65535                                                                                                               | 65535                                                                                                               |
 |  clients                      | 1                                                                                                                   | 1                                                                                                                   |
 |  compiler                     | clang 17.0.2                                                                                                        | clang 17.0.2                                                                                                        |
 |  cores                        | 64                                                                                                                  | 64                                                                                                                  |
 |  data_preparation_cores       | 0                                                                                                                   | 0                                                                                                                   |
 |  date                         | 2024-04-04 06:32:08                                                                                                 | 2024-04-04 10:33:43                                                                                                 |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                             | {'default': {'encoding': 'Dictionary'}}                                                                             |
 |  max_duration                 | 60000000000                                                                                                         | 60000000000                                                                                                         |
 |  max_runs                     | 50                                                                                                                  | 50                                                                                                                  |
 |  time_unit                    | ns                                                                                                                  | ns                                                                                                                  |
 |  using_scheduler              | True                                                                                                                | True                                                                                                                |
 |  utilized_cores_per_numa_node | [64]                                                                                                                | [64]                                                                                                                |
 |  verify                       | False                                                                                                               | False                                                                                                               |
 |  warmup_duration              | 1000000000                                                                                                          | 1000000000                                                                                                          |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|         ||      old |      new |        ||      old |      new |        |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 01      ||   348.31 |   313.87 |  -10%˄ ||     2.87 |     3.18 |  +11%˄ | (run time too short) |
+| 03      ||    43.81 |    35.82 |  -18%˄ ||    22.79 |    27.85 |  +22%˄ | (run time too short) |
+| 06      ||   204.71 |   206.32 |   +1%˄ ||     4.88 |     4.84 |   -1%˄ | (run time too short) |
+| 07      ||   249.35 |   252.64 |   +1%˄ ||     4.01 |     3.96 |   -1%˄ | (run time too short) |
+| 09      ||   121.97 |   121.73 |   -0%˄ ||     8.19 |     8.21 |   +0%˄ | (run time too short) |
+| 10      ||    37.83 |    39.18 |   +4%˄ ||    26.39 |    25.48 |   -3%˄ | (run time too short) |
+| 13      ||   314.22 |   325.43 |   +4%˄ ||     3.18 |     3.07 |   -3%˄ | (run time too short) |
+| 15      ||    79.55 |    81.07 |   +2%˄ ||    12.55 |    12.32 |   -2%˄ | (run time too short) |
+| 16      ||    37.86 |    37.46 |   -1%˄ ||    26.37 |    26.65 |   +1%˄ | (run time too short) |
+| 17      ||   157.92 |   160.06 |   +1%˄ ||     6.33 |     6.24 |   -1%˄ | (run time too short) |
+| 19      ||    80.31 |    81.58 |   +2%˄ ||    12.44 |    12.25 |   -2%˄ | (run time too short) |
+| 25      ||   121.18 |   124.64 |   +3%˄ ||     8.24 |     8.02 |   -3%˄ | (run time too short) |
+| 26      ||   132.69 |   134.12 |   +1%˄ ||     7.53 |     7.45 |   -1%˄ | (run time too short) |
+| 28      ||   168.18 |   168.25 |   +0%˄ ||     5.94 |     5.94 |   -0%˄ | (run time too short) |
+| 29      ||   449.87 |   457.30 |   +2%˄ ||     2.22 |     2.19 |   -2%˄ | (run time too short) |
+| 31      ||   665.91 |   634.64 |   -5%˄ ||     1.50 |     1.58 |   +5%˄ | (run time too short) |
+| 32      ||    31.04 |    30.52 |   -2%˄ ||    32.11 |    32.64 |   +2%˄ | (run time too short) |
+| 34      ||   102.90 |   103.98 |   +1%˄ ||     9.71 |     9.61 |   -1%˄ | (run time too short) |
+| 35      ||   569.39 |   555.27 |   -2%˄ ||     1.76 |     1.80 |   +3%˄ | (run time too short) |
+| 37      ||   217.38 |   222.81 |   +2%˄ ||     4.60 |     4.49 |   -2%˄ | (run time too short) |
+| 39a     ||  1106.82 |  1075.21 |   -3%˄ ||     0.90 |     0.93 |   +3%˄ | (run time too short) |
+| 39b     ||  1159.11 |  1028.70 |  -11%˄ ||     0.86 |     0.97 |  +13%˄ | (run time too short) |
+| 41      ||   568.90 |   604.70 |   +6%˄ ||     1.76 |     1.65 |   -6%˄ | (run time too short) |
+| 42      ||    55.59 |    55.12 |   -1%˄ ||    17.97 |    18.11 |   +1%˄ | (run time too short) |
+| 43      ||   611.13 |   606.53 |   -1%˄ ||     1.64 |     1.65 |   +1%˄ | (run time too short) |
+| 45      ||    64.82 |    66.26 |   +2%˄ ||    15.41 |    15.08 |   -2%˄ | (run time too short) |
+| 48      ||   558.97 |   552.81 |   -1%˄ ||     1.79 |     1.81 |   +1%˄ | (run time too short) |
+| 50      ||   126.69 |   125.27 |   -1%˄ ||     7.89 |     7.98 |   +1%˄ | (run time too short) |
+| 52      ||    56.65 |    58.50 |   +3%˄ ||    17.63 |    17.07 |   -3%˄ | (run time too short) |
+| 55      ||    49.80 |    50.30 |   +1%˄ ||    20.05 |    19.85 |   -1%˄ | (run time too short) |
+| 62      ||   448.47 |   461.77 |   +3%˄ ||     2.23 |     2.16 |   -3%˄ | (run time too short) |
+| 65      ||  2522.95 |  2303.19 |   -9%  ||     0.40 |     0.43 |  +10%  |               0.0002 |
+| 69      ||    81.11 |    80.31 |   -1%˄ ||    12.32 |    12.44 |   +1%˄ | (run time too short) |
+| 73      ||    62.11 |    61.03 |   -2%˄ ||    16.08 |    16.36 |   +2%˄ | (run time too short) |
+| 79      ||   738.64 |   740.34 |   +0%˄ ||     1.35 |     1.35 |   -0%˄ | (run time too short) |
+| 81      ||   252.01 |   232.49 |   -8%˄ ||     3.97 |     4.30 |   +8%˄ | (run time too short) |
+| 82      ||   242.27 |   247.56 |   +2%˄ ||     4.13 |     4.04 |   -2%˄ | (run time too short) |
+| 83      ||    48.54 |    48.78 |   +0%˄ ||    20.55 |    20.46 |   -0%˄ | (run time too short) |
+| 85      ||    70.92 |    70.55 |   -1%˄ ||    14.08 |    14.15 |   +1%˄ | (run time too short) |
+| 88      ||    72.20 |    72.49 |   +0%˄ ||    13.83 |    13.78 |   -0%˄ | (run time too short) |
+| 91      ||    16.74 |    16.87 |   +1%˄ ||    59.50 |    58.98 |   -1%˄ | (run time too short) |
+| 92      ||    51.47 |    49.71 |   -3%˄ ||    19.37 |    20.05 |   +4%˄ | (run time too short) |
+| 93      ||  1020.28 |  1025.99 |   +1%˄ ||     0.98 |     0.97 |   -1%˄ | (run time too short) |
+| 94      ||    35.18 |    37.21 |   +6%˄ ||    28.38 |    26.82 |   -5%˄ | (run time too short) |
+| 95      ||   953.40 |   953.15 |   -0%˄ ||     1.05 |     1.05 |   +0%˄ | (run time too short) |
+| 96      ||    50.20 |    54.54 |   +9%˄ ||    19.89 |    18.30 |   -8%˄ | (run time too short) |
+| 97      ||  2306.95 |  2058.05 |  -11%  ||     0.43 |     0.49 |  +12%  |               0.0000 |
+| 99      ||   828.69 |   873.37 |   +5%˄ ||     1.21 |     1.14 |   -5%˄ | (run time too short) |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 18294.95 | 17697.54 |   -3%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   +1%  |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+|   Notes || ˄ Execution stopped due to max runs reached                                         |
++---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_5e7efa90aabc372c3617bd3f8b7208688ac51f13_mt.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                              | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                              |
 |  benchmark_mode               | Shuffled                                                                                                    | Shuffled                                                                                                    |
 |  build_type                   | release                                                                                                     | release                                                                                                     |
 |  chunk_indexes                | False                                                                                                       | False                                                                                                       |
 |  chunk_size                   | 65535                                                                                                       | 65535                                                                                                       |
 |  clients                      | 64                                                                                                          | 64                                                                                                          |
 |  compiler                     | clang 17.0.2                                                                                                | clang 17.0.2                                                                                                |
 |  cores                        | 64                                                                                                          | 64                                                                                                          |
 |  data_preparation_cores       | 0                                                                                                           | 0                                                                                                           |
 |  date                         | 2024-04-04 06:47:27                                                                                         | 2024-04-04 10:48:55                                                                                         |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                     | {'default': {'encoding': 'Dictionary'}}                                                                     |
 |  max_duration                 | 1200000000000                                                                                               | 1200000000000                                                                                               |
 |  max_runs                     | -1                                                                                                          | -1                                                                                                          |
 |  time_unit                    | ns                                                                                                          | ns                                                                                                          |
 |  using_scheduler              | True                                                                                                        | True                                                                                                        |
 |  utilized_cores_per_numa_node | [64]                                                                                                        | [64]                                                                                                        |
 |  verify                       | False                                                                                                       | False                                                                                                       |
 |  warmup_duration              | 0                                                                                                           | 0                                                                                                           |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   692.18 |   902.71 |  +30%  ||     1.00 |     0.97 |   -2%  |  0.0004 |
+| 03      ||   318.12 |   303.95 |   -4%  ||     1.00 |     0.97 |   -2%  |  0.6938 |
+| 06      ||  1024.78 |   972.62 |   -5%  ||     0.99 |     0.97 |   -2%  |  0.4670 |
+| 07      ||   908.36 |  1031.77 |  +14%  ||     0.99 |     0.97 |   -2%  |  0.0478 |
+| 09      ||   898.63 |   925.10 |   +3%  ||     0.99 |     0.97 |   -2%  |  0.6893 |
+| 10      ||   862.02 |   818.32 |   -5%  ||     0.99 |     0.97 |   -2%  |  0.5318 |
+| 13      ||  1842.51 |  1915.20 |   +4%  ||     0.99 |     0.97 |   -2%  |  0.4590 |
+| 15      ||   517.32 |   593.36 |  +15%  ||     0.99 |     0.97 |   -2%  |  0.1617 |
+| 16      ||   534.68 |   517.73 |   -3%  ||     0.99 |     0.97 |   -2%  |  0.7586 |
+| 17      ||  1407.49 |  1556.05 |  +11%  ||     0.99 |     0.97 |   -2%  |  0.1168 |
+| 19      ||   738.60 |   654.54 |  -11%  ||     0.99 |     0.97 |   -2%  |  0.1406 |
+| 25      ||  1127.59 |  1230.87 |   +9%  ||     0.99 |     0.97 |   -2%  |  0.1945 |
+| 26      ||   479.95 |   554.37 |  +16%  ||     0.99 |     0.97 |   -2%  |  0.0827 |
+| 28      ||  1650.89 |  1637.74 |   -1%  ||     0.99 |     0.97 |   -2%  |  0.8940 |
+| 29      ||  1797.54 |  1962.68 |   +9%  ||     0.99 |     0.97 |   -2%  |  0.0946 |
+| 31      ||  2793.27 |  2962.09 |   +6%  ||     0.99 |     0.97 |   -2%  |  0.1814 |
+| 32      ||   193.66 |   228.16 |  +18%  ||     0.99 |     0.97 |   -2%  |  0.4524 |
+| 34      ||   840.31 |   683.94 |  -19%  ||     0.99 |     0.97 |   -2%  |  0.0033 |
+| 35      ||  2391.26 |  2354.08 |   -2%  ||     0.99 |     0.97 |   -2%  |  0.7245 |
+| 37      ||   901.70 |   841.23 |   -7%  ||     0.99 |     0.97 |   -2%  |  0.2780 |
+| 39a     ||  2935.14 |  2942.79 |   +0%  ||     0.99 |     0.97 |   -2%  |  0.9364 |
+| 39b     ||  2740.81 |  3002.77 |  +10%  ||     0.99 |     0.97 |   -2%  |  0.0068 |
+| 41      ||  2167.80 |  2253.09 |   +4%  ||     0.99 |     0.97 |   -2%  |  0.4069 |
+| 42      ||   518.12 |   526.91 |   +2%  ||     1.00 |     0.97 |   -2%  |  0.8546 |
+| 43      ||  1529.00 |  1564.43 |   +2%  ||     0.99 |     0.97 |   -2%  |  0.6537 |
+| 45      ||   801.27 |   961.54 |  +20%  ||     1.00 |     0.97 |   -2%  |  0.0244 |
+| 48      ||  2756.84 |  2610.20 |   -5%  ||     0.99 |     0.97 |   -2%  |  0.1616 |
+| 50      ||  1026.08 |  1129.16 |  +10%  ||     1.00 |     0.97 |   -2%  |  0.1275 |
+| 52      ||   502.38 |   514.15 |   +2%  ||     1.00 |     0.97 |   -2%  |  0.8056 |
+| 55      ||   464.72 |   473.35 |   +2%  ||     0.99 |     0.97 |   -2%  |  0.8559 |
+| 62      ||  1100.07 |  1039.01 |   -6%  ||     0.99 |     0.97 |   -2%  |  0.2627 |
+| 65      ||  4561.60 |  4430.10 |   -3%  ||     0.99 |     0.97 |   -2%  |  0.0726 |
+| 69      ||  1075.37 |  1110.71 |   +3%  ||     0.99 |     0.97 |   -2%  |  0.6763 |
+| 73      ||   504.55 |   565.24 |  +12%  ||     0.99 |     0.97 |   -2%  |  0.2284 |
+| 79      ||  1559.55 |  1627.66 |   +4%  ||     0.99 |     0.97 |   -2%  |  0.3343 |
+| 81      ||   651.19 |   746.36 |  +15%  ||     0.99 |     0.97 |   -2%  |  0.0736 |
+| 82      ||  1086.82 |  1066.02 |   -2%  ||     0.99 |     0.97 |   -2%  |  0.7446 |
+| 83      ||   319.72 |   390.17 |  +22%  ||     0.99 |     0.97 |   -2%  |  0.1561 |
+| 85      ||  1011.26 |   873.05 |  -14%  ||     0.99 |     0.97 |   -2%  |  0.0540 |
+| 88      ||  2885.30 |  2873.87 |   -0%  ||     0.99 |     0.97 |   -2%  |  0.9332 |
+| 91      ||   191.72 |   212.65 |  +11%  ||     1.00 |     0.97 |   -2%  |  0.5334 |
+| 92      ||   340.83 |   356.07 |   +4%  ||     1.00 |     0.97 |   -2%  |  0.7389 |
+| 93      ||  2209.76 |  2329.10 |   +5%  ||     0.99 |     0.97 |   -2%  |  0.1613 |
+| 94      ||   452.27 |   454.42 |   +0%  ||     0.99 |     0.97 |   -2%  |  0.9630 |
+| 95      ||  2437.37 |  2285.66 |   -6%  ||     0.99 |     0.97 |   -2%  |  0.1036 |
+| 96      ||   448.23 |   448.07 |   -0%  ||     0.99 |     0.97 |   -2%  |  0.9972 |
+| 97      ||  4545.53 |  4643.09 |   +2%  ||     0.99 |     0.97 |   -2%  |  0.3745 |
+| 99      ||  1380.68 |  1442.16 |   +4%  ||     0.99 |     0.97 |   -2%  |  0.3209 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 64124.84 | 65518.31 |   +2%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -2%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_5e7efa90aabc372c3617bd3f8b7208688ac51f13_st.json |
 +-------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                             | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                             |
 |  benchmark_mode         | Shuffled                                                                                                   | Shuffled                                                                                                   |
 |  build_type             | release                                                                                                    | release                                                                                                    |
 |  chunk_indexes          | False                                                                                                      | False                                                                                                      |
 |  chunk_size             | 65535                                                                                                      | 65535                                                                                                      |
 |  clients                | 1                                                                                                          | 1                                                                                                          |
 |  compiler               | clang 17.0.2                                                                                               | clang 17.0.2                                                                                               |
 |  cores                  | 0                                                                                                          | 0                                                                                                          |
 |  data_preparation_cores | 0                                                                                                          | 0                                                                                                          |
 |  date                   | 2024-04-04 07:08:00                                                                                        | 2024-04-04 11:09:24                                                                                        |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                    |
 |  max_duration           | 60000000000                                                                                                | 60000000000                                                                                                |
 |  max_runs               | -1                                                                                                         | -1                                                                                                         |
 |  scale_factor           | 10                                                                                                         | 10                                                                                                         |
 |  time_unit              | ns                                                                                                         | ns                                                                                                         |
 |  using_scheduler        | False                                                                                                      | False                                                                                                      |
 |  verify                 | False                                                                                                      | False                                                                                                      |
 |  warmup_duration        | 0                                                                                                          | 0                                                                                                          |
 +-------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
+|              ||      old |     new |        ||      old |      new |        |                      |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Delivery     ||    65.66 |   66.58 |   +1%  ||     1.58 |     1.67 |   +5%  | (run time too short) |
+| New-Order    ||    44.83 |   45.37 |   +1%  ||    16.80 |    16.28 |   -3%  |               0.3877 |
+| Order-Status ||     2.29 |    2.26 |   -1%  ||     1.48 |     1.78 |  +20%  | (run time too short) |
+| Payment      ||     8.37 |    8.30 |   -1%  ||    15.88 |    16.86 |   +6%  |               0.2179 |
+| Stock-Level  ||     3.74 |    3.68 |   -2%  ||     1.57 |     1.45 |   -7%  | (run time too short) |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum          ||   124.88 |  126.19 |   +1%  ||          |          |        |                      |
+| Geomean      ||          |         |        ||          |          |   +4%  |                      |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 64 clients, 10 warehouses, 64 cores (high contention)

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_mt_highcont.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_5e7efa90aabc372c3617bd3f8b7208688ac51f13_mt_highcont.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                                      | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                                      |
 |  benchmark_mode               | Shuffled                                                                                                            | Shuffled                                                                                                            |
 |  build_type                   | release                                                                                                             | release                                                                                                             |
 |  chunk_indexes                | False                                                                                                               | False                                                                                                               |
 |  chunk_size                   | 65535                                                                                                               | 65535                                                                                                               |
 |  clients                      | 64                                                                                                                  | 64                                                                                                                  |
 |  compiler                     | clang 17.0.2                                                                                                        | clang 17.0.2                                                                                                        |
 |  cores                        | 64                                                                                                                  | 64                                                                                                                  |
 |  data_preparation_cores       | 0                                                                                                                   | 0                                                                                                                   |
 |  date                         | 2024-04-04 07:09:09                                                                                                 | 2024-04-04 11:10:33                                                                                                 |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                             | {'default': {'encoding': 'Dictionary'}}                                                                             |
 |  max_duration                 | 600000000000                                                                                                        | 600000000000                                                                                                        |
 |  max_runs                     | -1                                                                                                                  | -1                                                                                                                  |
 |  scale_factor                 | 10                                                                                                                  | 10                                                                                                                  |
 |  time_unit                    | ns                                                                                                                  | ns                                                                                                                  |
 |  using_scheduler              | True                                                                                                                | True                                                                                                                |
 |  utilized_cores_per_numa_node | [64]                                                                                                                | [64]                                                                                                                |
 |  verify                       | False                                                                                                               | False                                                                                                               |
 |  warmup_duration              | 0                                                                                                                   | 0                                                                                                                   |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|              ||      old |     new |        ||      old |      new |        |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||   362.88 |  366.73 |   +1%  ||    16.50 |    16.31 |   -1%  |  0.0189 |
+|    unsucc.:  ||     4.47 |    4.53 |   +1%  ||    23.65 |    23.21 |   -2%  |         |
+| New-Order    ||   223.36 |  224.63 |   +1%  ||   210.60 |   208.47 |   -1%  |  0.0012 |
+|    unsucc.:  ||    11.18 |   12.14 |   +9%  ||   239.14 |   239.68 |   +0%  |         |
+| Order-Status ||    15.76 |   16.20 |   +3%  ||    39.85 |    39.89 |   +0%  |  0.0951 |
+| Payment      ||    36.74 |   36.86 |   +0%  ||   108.90 |   108.19 |   -1%  |  0.4404 |
+|    unsucc.:  ||     8.13 |    8.10 |   -0%  ||   320.31 |   320.46 |   +0%  |         |
+| Stock-Level  ||    22.25 |   22.18 |   -0%  ||    40.03 |    39.24 |   -2%  |  0.8776 |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Sum          ||   660.99 |  666.60 |   +1%  ||          |          |        |         |
+| Geomean      ||          |         |        ||          |          |   -1%  |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 10 clients, 10 warehouses, 64 cores (low contention)

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_mt_lowcont.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_5e7efa90aabc372c3617bd3f8b7208688ac51f13_mt_lowcont.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                                     | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                                     |
 |  benchmark_mode               | Shuffled                                                                                                           | Shuffled                                                                                                           |
 |  build_type                   | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes                | False                                                                                                              | False                                                                                                              |
 |  chunk_size                   | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                      | 10                                                                                                                 | 10                                                                                                                 |
 |  compiler                     | clang 17.0.2                                                                                                       | clang 17.0.2                                                                                                       |
 |  cores                        | 64                                                                                                                 | 64                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                  | 0                                                                                                                  |
 |  date                         | 2024-04-04 07:19:21                                                                                                | 2024-04-04 11:20:46                                                                                                |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                            |
 |  max_duration                 | 600000000000                                                                                                       | 600000000000                                                                                                       |
 |  max_runs                     | -1                                                                                                                 | -1                                                                                                                 |
 |  scale_factor                 | 10                                                                                                                 | 10                                                                                                                 |
 |  time_unit                    | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler              | True                                                                                                               | True                                                                                                               |
 |  utilized_cores_per_numa_node | [64]                                                                                                               | [64]                                                                                                               |
 |  verify                       | False                                                                                                              | False                                                                                                              |
 |  warmup_duration              | 0                                                                                                                  | 0                                                                                                                  |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|              ||      old |     new |        ||      old |      new |        |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||   140.91 |  141.00 |   +0%  ||     7.26 |     7.22 |   -1%  |  0.5223 |
+|    unsucc.:  ||     0.78 |    0.97 |  +24%  ||     0.74 |     0.72 |   -2%  |         |
+| New-Order    ||    91.93 |   91.45 |   -1%  ||    80.76 |    81.30 |   +1%  |  0.0070 |
+|    unsucc.:  ||     6.82 |    8.04 |  +18%  ||     8.70 |     8.88 |   +2%  |         |
+| Order-Status ||     5.99 |    5.96 |   -0%  ||     7.81 |     7.87 |   +1%  |  0.2916 |
+| Payment      ||    19.04 |   18.85 |   -1%  ||    69.75 |    69.59 |   -0%  |  0.0000 |
+|    unsucc.:  ||     2.38 |    2.34 |   -1%  ||    16.03 |    16.18 |   +1%  |         |
+| Stock-Level  ||     8.55 |    8.59 |   +0%  ||     8.02 |     7.90 |   -1%  |  0.0610 |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Sum          ||   266.41 |  265.85 |   -0%  ||          |          |        |         |
+| Geomean      ||          |         |        ||          |          |   -0%  |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_5e7efa90aabc372c3617bd3f8b7208688ac51f13_st.json |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                                  | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                                  |
 |  benchmark_mode         | Ordered                                                                                                         | Ordered                                                                                                         |
 |  build_type             | release                                                                                                         | release                                                                                                         |
 |  chunk_indexes          | False                                                                                                           | False                                                                                                           |
 |  chunk_size             | 65535                                                                                                           | 65535                                                                                                           |
 |  clients                | 1                                                                                                               | 1                                                                                                               |
 |  compiler               | clang 17.0.2                                                                                                    | clang 17.0.2                                                                                                    |
 |  cores                  | 0                                                                                                               | 0                                                                                                               |
 |  data_preparation_cores | 0                                                                                                               | 0                                                                                                               |
 |  date                   | 2024-04-04 07:29:31                                                                                             | 2024-04-04 11:30:56                                                                                             |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                         |
 |  max_duration           | 60000000000                                                                                                     | 60000000000                                                                                                     |
 |  max_runs               | 50                                                                                                              | 50                                                                                                              |
 |  time_unit              | ns                                                                                                              | ns                                                                                                              |
 |  using_scheduler        | False                                                                                                           | False                                                                                                           |
 |  verify                 | False                                                                                                           | False                                                                                                           |
 |  warmup_duration        | 1000000000                                                                                                      | 1000000000                                                                                                      |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|         ||      old |      new |        ||      old |      new |        |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 10a     ||   124.84 |   121.35 |   -3%˄ ||     8.01 |     8.24 |   +3%˄ | (run time too short) |
+| 10b     ||    88.50 |    79.24 |  -10%˄ ||    11.30 |    12.62 |  +12%˄ | (run time too short) |
+| 10c     ||   444.02 |   447.74 |   +1%˄ ||     2.25 |     2.23 |   -1%˄ | (run time too short) |
+| 11a     ||   135.07 |   134.17 |   -1%˄ ||     7.40 |     7.45 |   +1%˄ | (run time too short) |
+| 11b     ||   130.18 |   128.86 |   -1%˄ ||     7.68 |     7.76 |   +1%˄ | (run time too short) |
+| 11c     ||    29.37 |    30.26 |   +3%˄ ||    34.02 |    33.03 |   -3%˄ | (run time too short) |
+| 11d     ||    32.12 |    32.95 |   +3%˄ ||    31.11 |    30.33 |   -3%˄ | (run time too short) |
+| 12a     ||    42.04 |    41.85 |   -0%˄ ||    23.78 |    23.88 |   +0%˄ | (run time too short) |
+| 12b     ||    33.88 |    33.69 |   -1%˄ ||    29.50 |    29.67 |   +1%˄ | (run time too short) |
+| 12c     ||   107.53 |   108.01 |   +0%˄ ||     9.30 |     9.26 |   -0%˄ | (run time too short) |
+| 13a     ||   239.26 |   243.82 |   +2%˄ ||     4.18 |     4.10 |   -2%˄ | (run time too short) |
+| 13b     ||   291.90 |   292.77 |   +0%˄ ||     3.43 |     3.42 |   -0%˄ | (run time too short) |
+| 13c     ||   232.42 |   231.83 |   -0%˄ ||     4.30 |     4.31 |   +0%˄ | (run time too short) |
+| 13d     ||   626.90 |   638.00 |   +2%˄ ||     1.60 |     1.57 |   -2%˄ | (run time too short) |
+| 14a     ||   143.81 |   145.56 |   +1%˄ ||     6.95 |     6.87 |   -1%˄ | (run time too short) |
+| 14b     ||   141.66 |   144.22 |   +2%˄ ||     7.06 |     6.93 |   -2%˄ | (run time too short) |
+| 14c     ||   252.28 |   247.71 |   -2%˄ ||     3.96 |     4.04 |   +2%˄ | (run time too short) |
+| 15a     ||    63.15 |    63.10 |   -0%˄ ||    15.83 |    15.84 |   +0%˄ | (run time too short) |
+| 15b     ||    68.71 |    67.59 |   -2%˄ ||    14.55 |    14.79 |   +2%˄ | (run time too short) |
+| 15c     ||    52.24 |    51.64 |   -1%˄ ||    19.13 |    19.36 |   +1%˄ | (run time too short) |
+| 15d     ||    50.27 |    50.47 |   +0%˄ ||    19.89 |    19.81 |   -0%˄ | (run time too short) |
+| 16a     ||  1943.15 |  1968.84 |   +1%  ||     0.51 |     0.51 |   -1%  |               0.0002 |
+| 16b     ||  3256.03 |  3344.90 |   +3%  ||     0.31 |     0.30 |   -3%  |               0.0087 |
+| 16c     ||  2152.72 |  2185.12 |   +2%  ||     0.46 |     0.46 |   -1%  |               0.0000 |
+| 16d     ||  2113.02 |  2145.28 |   +2%  ||     0.47 |     0.47 |   -2%  |               0.0000 |
+| 17a     ||   760.81 |   817.21 |   +7%˄ ||     1.31 |     1.22 |   -7%˄ | (run time too short) |
+| 17b     ||   634.42 |   700.04 |  +10%˄ ||     1.58 |     1.43 |   -9%˄ | (run time too short) |
+| 17c     ||   608.31 |   665.22 |   +9%˄ ||     1.64 |     1.50 |   -9%˄ | (run time too short) |
+| 17d     ||   672.49 |   724.80 |   +8%˄ ||     1.49 |     1.38 |   -7%˄ | (run time too short) |
+| 17e     ||  2206.84 |  2208.86 |   +0%  ||     0.45 |     0.45 |   -0%  |               0.6958 |
+| 17f     ||  1265.31 |  1309.29 |   +3%  ||     0.79 |     0.76 |   -3%  |               0.0000 |
+| 18a     ||   151.83 |   153.33 |   +1%˄ ||     6.59 |     6.52 |   -1%˄ | (run time too short) |
+| 18b     ||   143.09 |   143.33 |   +0%˄ ||     6.99 |     6.98 |   -0%˄ | (run time too short) |
+| 18c     ||   291.50 |   293.80 |   +1%˄ ||     3.43 |     3.40 |   -1%˄ | (run time too short) |
+| 19a     ||   272.14 |   272.57 |   +0%˄ ||     3.67 |     3.67 |   -0%˄ | (run time too short) |
+| 19b     ||   231.96 |   231.95 |   -0%˄ ||     4.31 |     4.31 |   +0%˄ | (run time too short) |
+| 19c     ||   317.74 |   320.15 |   +1%˄ ||     3.15 |     3.12 |   -1%˄ | (run time too short) |
+| 19d     ||   829.97 |   827.53 |   -0%˄ ||     1.20 |     1.21 |   +0%˄ | (run time too short) |
+| 1a      ||    13.61 |    13.66 |   +0%˄ ||    73.36 |    73.12 |   -0%˄ | (run time too short) |
+| 1b      ||    22.38 |    21.47 |   -4%˄ ||    44.64 |    46.53 |   +4%˄ | (run time too short) |
+| 1c      ||    19.61 |    20.37 |   +4%˄ ||    50.94 |    49.05 |   -4%˄ | (run time too short) |
+| 1d      ||    12.95 |    12.94 |   -0%˄ ||    77.10 |    77.20 |   +0%˄ | (run time too short) |
+| 20a     ||   765.70 |   776.74 |   +1%˄ ||     1.31 |     1.29 |   -1%˄ | (run time too short) |
+| 20b     ||   794.32 |   799.71 |   +1%˄ ||     1.26 |     1.25 |   -1%˄ | (run time too short) |
+| 20c     ||   470.00 |   474.37 |   +1%˄ ||     2.13 |     2.11 |   -1%˄ | (run time too short) |
+| 21a     ||   149.47 |   147.87 |   -1%˄ ||     6.69 |     6.76 |   +1%˄ | (run time too short) |
+| 21b     ||   136.67 |   137.11 |   +0%˄ ||     7.32 |     7.29 |   -0%˄ | (run time too short) |
+| 21c     ||   142.89 |   142.77 |   -0%˄ ||     7.00 |     7.00 |   +0%˄ | (run time too short) |
+| 22a     ||   231.98 |   234.25 |   +1%˄ ||     4.31 |     4.27 |   -1%˄ | (run time too short) |
+| 22b     ||   212.25 |   213.94 |   +1%˄ ||     4.71 |     4.67 |   -1%˄ | (run time too short) |
+| 22c     ||   317.02 |   314.96 |   -1%˄ ||     3.15 |     3.17 |   +1%˄ | (run time too short) |
+| 22d     ||   482.95 |   490.93 |   +2%˄ ||     2.07 |     2.04 |   -2%˄ | (run time too short) |
+| 23a     ||    56.54 |    57.28 |   +1%˄ ||    17.68 |    17.45 |   -1%˄ | (run time too short) |
+| 23b     ||    72.37 |    72.15 |   -0%˄ ||    13.81 |    13.86 |   +0%˄ | (run time too short) |
+| 23c     ||    61.34 |    62.88 |   +3%˄ ||    16.30 |    15.90 |   -2%˄ | (run time too short) |
+| 24a     ||   233.21 |   238.15 |   +2%˄ ||     4.29 |     4.20 |   -2%˄ | (run time too short) |
+| 24b     ||   224.89 |   226.74 |   +1%˄ ||     4.45 |     4.41 |   -1%˄ | (run time too short) |
+| 25a     ||   153.33 |   155.79 |   +2%˄ ||     6.52 |     6.42 |   -2%˄ | (run time too short) |
+| 25b     ||    87.61 |    87.70 |   +0%˄ ||    11.41 |    11.40 |   -0%˄ | (run time too short) |
+| 25c     ||   355.79 |   359.05 |   +1%˄ ||     2.81 |     2.78 |   -1%˄ | (run time too short) |
+| 26a     ||   266.47 |   267.72 |   +0%˄ ||     3.75 |     3.73 |   -0%˄ | (run time too short) |
+| 26b     ||   229.98 |   229.66 |   -0%˄ ||     4.35 |     4.35 |   +0%˄ | (run time too short) |
+| 26c     ||   444.30 |   450.55 |   +1%˄ ||     2.25 |     2.22 |   -1%˄ | (run time too short) |
+| 27a     ||   140.07 |   139.55 |   -0%˄ ||     7.14 |     7.17 |   +0%˄ | (run time too short) |
+| 27b     ||   121.68 |   122.32 |   +1%˄ ||     8.22 |     8.17 |   -1%˄ | (run time too short) |
+| 27c     ||   143.01 |   142.24 |   -1%˄ ||     6.99 |     7.03 |   +1%˄ | (run time too short) |
+| 28a     ||   258.42 |   259.68 |   +0%˄ ||     3.87 |     3.85 |   -0%˄ | (run time too short) |
+| 28b     ||    93.25 |    96.35 |   +3%˄ ||    10.72 |    10.38 |   -3%˄ | (run time too short) |
+| 28c     ||   234.99 |   236.33 |   +1%˄ ||     4.26 |     4.23 |   -1%˄ | (run time too short) |
+| 29a     ||   184.85 |   185.85 |   +1%˄ ||     5.41 |     5.38 |   -1%˄ | (run time too short) |
+| 29b     ||   874.46 |   868.04 |   -1%˄ ||     1.14 |     1.15 |   +1%˄ | (run time too short) |
+| 29c     ||   239.85 |   241.85 |   +1%˄ ||     4.17 |     4.13 |   -1%˄ | (run time too short) |
+| 2a      ||    44.18 |    46.39 |   +5%˄ ||    22.62 |    21.55 |   -5%˄ | (run time too short) |
+| 2b      ||    39.73 |    42.85 |   +8%˄ ||    25.16 |    23.33 |   -7%˄ | (run time too short) |
+| 2c      ||    34.50 |    36.55 |   +6%˄ ||    28.97 |    27.34 |   -6%˄ | (run time too short) |
+| 2d      ||    86.58 |    90.25 |   +4%˄ ||    11.55 |    11.08 |   -4%˄ | (run time too short) |
+| 30a     ||   129.76 |   133.88 |   +3%˄ ||     7.71 |     7.47 |   -3%˄ | (run time too short) |
+| 30b     ||   129.82 |   136.10 |   +5%˄ ||     7.70 |     7.35 |   -5%˄ | (run time too short) |
+| 30c     ||   229.86 |   233.50 |   +2%˄ ||     4.35 |     4.28 |   -2%˄ | (run time too short) |
+| 31a     ||   108.99 |   109.53 |   +0%˄ ||     9.17 |     9.13 |   -0%˄ | (run time too short) |
+| 31b     ||   105.70 |   106.54 |   +1%˄ ||     9.46 |     9.38 |   -1%˄ | (run time too short) |
+| 31c     ||   121.36 |   121.62 |   +0%˄ ||     8.24 |     8.22 |   -0%˄ | (run time too short) |
+| 32a     ||    23.35 |    23.26 |   -0%˄ ||    42.80 |    42.95 |   +0%˄ | (run time too short) |
+| 32b     ||    51.85 |    56.70 |   +9%˄ ||    19.28 |    17.63 |   -9%˄ | (run time too short) |
+| 33a     ||    45.50 |    46.18 |   +1%˄ ||    21.97 |    21.65 |   -1%˄ | (run time too short) |
+| 33b     ||    27.70 |    28.21 |   +2%˄ ||    36.08 |    35.43 |   -2%˄ | (run time too short) |
+| 33c     ||    59.33 |    59.66 |   +1%˄ ||    16.85 |    16.76 |   -1%˄ | (run time too short) |
+| 3a      ||   101.43 |   102.45 |   +1%˄ ||     9.86 |     9.76 |   -1%˄ | (run time too short) |
+| 3b      ||    22.05 |    22.97 |   +4%˄ ||    45.32 |    43.49 |   -4%˄ | (run time too short) |
+| 3c      ||   295.43 |   297.56 |   +1%˄ ||     3.38 |     3.36 |   -1%˄ | (run time too short) |
+| 4a      ||   197.64 |   196.51 |   -1%˄ ||     5.06 |     5.09 |   +1%˄ | (run time too short) |
+| 4b      ||    20.64 |    21.30 |   +3%˄ ||    48.41 |    46.91 |   -3%˄ | (run time too short) |
+| 4c      ||   251.76 |   250.59 |   -0%˄ ||     3.97 |     3.99 |   +0%˄ | (run time too short) |
+| 5a      ||    64.47 |    66.02 |   +2%˄ ||    15.51 |    15.14 |   -2%˄ | (run time too short) |
+| 5b      ||    61.10 |    61.71 |   +1%˄ ||    16.36 |    16.20 |   -1%˄ | (run time too short) |
+| 5c      ||   112.71 |   113.12 |   +0%˄ ||     8.87 |     8.84 |   -0%˄ | (run time too short) |
+| 6a      ||   221.76 |   223.63 |   +1%˄ ||     4.51 |     4.47 |   -1%˄ | (run time too short) |
+| 6b      ||   240.79 |   241.05 |   +0%˄ ||     4.15 |     4.15 |   -0%˄ | (run time too short) |
+| 6c      ||   208.97 |   209.44 |   +0%˄ ||     4.78 |     4.77 |   -0%˄ | (run time too short) |
+| 6d      ||   565.00 |   609.13 |   +8%˄ ||     1.77 |     1.64 |   -7%˄ | (run time too short) |
+| 6e      ||   218.10 |   220.25 |   +1%˄ ||     4.58 |     4.54 |   -1%˄ | (run time too short) |
+| 6f      ||  1056.63 |  1086.90 |   +3%˄ ||     0.95 |     0.92 |   -3%˄ | (run time too short) |
+| 7a      ||    94.96 |    94.37 |   -1%˄ ||    10.53 |    10.59 |   +1%˄ | (run time too short) |
+| 7b      ||    85.83 |    85.48 |   -0%˄ ||    11.65 |    11.70 |   +0%˄ | (run time too short) |
+| 7c      ||   743.00 |   732.85 |   -1%˄ ||     1.35 |     1.36 |   +1%˄ | (run time too short) |
+| 8a      ||   188.25 |   189.83 |   +1%˄ ||     5.31 |     5.27 |   -1%˄ | (run time too short) |
+| 8b      ||   181.22 |   181.99 |   +0%˄ ||     5.52 |     5.49 |   -0%˄ | (run time too short) |
+| 8c      ||  2244.26 |  2279.07 |   +2%  ||     0.45 |     0.44 |   -2%  |               0.0000 |
+| 8d      ||   362.83 |   367.66 |   +1%˄ ||     2.76 |     2.72 |   -1%˄ | (run time too short) |
+| 9a      ||   326.65 |   328.34 |   +1%˄ ||     3.06 |     3.05 |   -1%˄ | (run time too short) |
+| 9b      ||   214.67 |   215.91 |   +1%˄ ||     4.66 |     4.63 |   -1%˄ | (run time too short) |
+| 9c      ||   348.57 |   353.09 |   +1%˄ ||     2.87 |     2.83 |   -1%˄ | (run time too short) |
+| 9d      ||   569.29 |   575.06 |   +1%˄ ||     1.76 |     1.74 |   -1%˄ | (run time too short) |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 39665.89 | 40345.50 |   +2%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   -1%  |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+|   Notes || ˄ Execution stopped due to max runs reached                                         |
++---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: +0% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_mt_ordered.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_5e7efa90aabc372c3617bd3f8b7208688ac51f13_mt_ordered.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                                          | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                                          |
 |  benchmark_mode               | Ordered                                                                                                                 | Ordered                                                                                                                 |
 |  build_type                   | release                                                                                                                 | release                                                                                                                 |
 |  chunk_indexes                | False                                                                                                                   | False                                                                                                                   |
 |  chunk_size                   | 65535                                                                                                                   | 65535                                                                                                                   |
 |  clients                      | 1                                                                                                                       | 1                                                                                                                       |
 |  compiler                     | clang 17.0.2                                                                                                            | clang 17.0.2                                                                                                            |
 |  cores                        | 64                                                                                                                      | 64                                                                                                                      |
 |  data_preparation_cores       | 0                                                                                                                       | 0                                                                                                                       |
 |  date                         | 2024-04-04 07:59:47                                                                                                     | 2024-04-04 12:01:36                                                                                                     |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                 | {'default': {'encoding': 'Dictionary'}}                                                                                 |
 |  max_duration                 | 60000000000                                                                                                             | 60000000000                                                                                                             |
 |  max_runs                     | 50                                                                                                                      | 50                                                                                                                      |
 |  time_unit                    | ns                                                                                                                      | ns                                                                                                                      |
 |  using_scheduler              | True                                                                                                                    | True                                                                                                                    |
 |  utilized_cores_per_numa_node | [64]                                                                                                                    | [64]                                                                                                                    |
 |  verify                       | False                                                                                                                   | False                                                                                                                   |
 |  warmup_duration              | 1000000000                                                                                                              | 1000000000                                                                                                              |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|         ||      old |      new |        ||      old |      new |        |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 10a     ||    41.03 |    40.91 |   -0%˄ ||    24.33 |    24.39 |   +0%˄ | (run time too short) |
+| 10b     ||    19.13 |    19.25 |   +1%˄ ||    52.14 |    51.81 |   -1%˄ | (run time too short) |
+| 10c     ||   138.30 |   139.88 |   +1%˄ ||     7.22 |     7.14 |   -1%˄ | (run time too short) |
+| 11a     ||    25.73 |    24.69 |   -4%˄ ||    38.78 |    40.38 |   +4%˄ | (run time too short) |
+| 11b     ||    21.65 |    21.56 |   -0%˄ ||    46.08 |    46.27 |   +0%˄ | (run time too short) |
+| 11c     ||    23.73 |    23.68 |   -0%˄ ||    42.00 |    42.09 |   +0%˄ | (run time too short) |
+| 11d     ||    29.28 |    29.81 |   +2%˄ ||    34.04 |    33.42 |   -2%˄ | (run time too short) |
+| 12a     ||    26.13 |    26.55 |   +2%˄ ||    38.16 |    37.55 |   -2%˄ | (run time too short) |
+| 12b     ||    12.86 |    14.00 |   +9%˄ ||    77.44 |    71.10 |   -8%˄ | (run time too short) |
+| 12c     ||    61.51 |    60.47 |   -2%˄ ||    16.23 |    16.51 |   +2%˄ | (run time too short) |
+| 13a     ||   186.98 |   188.42 |   +1%˄ ||     5.34 |     5.30 |   -1%˄ | (run time too short) |
+| 13b     ||   108.03 |   107.31 |   -1%˄ ||     9.25 |     9.31 |   +1%˄ | (run time too short) |
+| 13c     ||    89.81 |    85.31 |   -5%˄ ||    11.12 |    11.71 |   +5%˄ | (run time too short) |
+| 13d     ||   581.99 |   590.00 |   +1%˄ ||     1.72 |     1.69 |   -1%˄ | (run time too short) |
+| 14a     ||    71.81 |    71.92 |   +0%˄ ||    13.91 |    13.89 |   -0%˄ | (run time too short) |
+| 14b     ||    87.56 |    87.68 |   +0%˄ ||    11.41 |    11.39 |   -0%˄ | (run time too short) |
+| 14c     ||   176.45 |   176.73 |   +0%˄ ||     5.66 |     5.65 |   -0%˄ | (run time too short) |
+| 15a     ||    34.00 |    33.07 |   -3%˄ ||    29.33 |    30.16 |   +3%˄ | (run time too short) |
+| 15b     ||    26.85 |    25.99 |   -3%˄ ||    37.13 |    38.38 |   +3%˄ | (run time too short) |
+| 15c     ||    25.38 |    24.89 |   -2%˄ ||    39.32 |    40.09 |   +2%˄ | (run time too short) |
+| 15d     ||    31.74 |    32.00 |   +1%˄ ||    31.45 |    31.20 |   -1%˄ | (run time too short) |
+| 16a     ||   912.30 |   927.54 |   +2%˄ ||     1.10 |     1.08 |   -2%˄ | (run time too short) |
+| 16b     ||  2538.13 |  2498.56 |   -2%  ||     0.39 |     0.40 |   +2%  |               0.0789 |
+| 16c     ||  1163.07 |  1166.92 |   +0%˄ ||     0.86 |     0.86 |   -0%˄ | (run time too short) |
+| 16d     ||  1101.18 |  1117.54 |   +1%˄ ||     0.91 |     0.89 |   -1%˄ | (run time too short) |
+| 17a     ||   249.27 |   254.15 |   +2%˄ ||     4.01 |     3.93 |   -2%˄ | (run time too short) |
+| 17b     ||   189.96 |   199.86 |   +5%˄ ||     5.26 |     5.00 |   -5%˄ | (run time too short) |
+| 17c     ||   161.88 |   169.57 |   +5%˄ ||     6.17 |     5.89 |   -5%˄ | (run time too short) |
+| 17d     ||   139.19 |   145.34 |   +4%˄ ||     7.18 |     6.88 |   -4%˄ | (run time too short) |
+| 17e     ||  1140.15 |  1132.27 |   -1%˄ ||     0.88 |     0.88 |   +1%˄ | (run time too short) |
+| 17f     ||   483.17 |   488.42 |   +1%˄ ||     2.07 |     2.05 |   -1%˄ | (run time too short) |
+| 18a     ||    60.01 |    60.68 |   +1%˄ ||    16.64 |    16.45 |   -1%˄ | (run time too short) |
+| 18b     ||    62.07 |    61.36 |   -1%˄ ||    16.09 |    16.28 |   +1%˄ | (run time too short) |
+| 18c     ||   114.45 |   113.90 |   -0%˄ ||     8.73 |     8.77 |   +0%˄ | (run time too short) |
+| 19a     ||   110.56 |   110.64 |   +0%˄ ||     9.04 |     9.03 |   -0%˄ | (run time too short) |
+| 19b     ||    69.35 |    69.09 |   -0%˄ ||    14.40 |    14.46 |   +0%˄ | (run time too short) |
+| 19c     ||   142.81 |   143.43 |   +0%˄ ||     7.00 |     6.97 |   -0%˄ | (run time too short) |
+| 19d     ||   901.22 |   887.44 |   -2%˄ ||     1.11 |     1.13 |   +2%˄ | (run time too short) |
+| 1a      ||     7.93 |     7.48 |   -6%˄ ||   124.73 |   132.90 |   +7%˄ | (run time too short) |
+| 1b      ||     5.25 |     5.12 |   -2%˄ ||   188.68 |   193.48 |   +3%˄ | (run time too short) |
+| 1c      ||     4.41 |     4.53 |   +3%˄ ||   224.38 |   218.25 |   -3%˄ | (run time too short) |
+| 1d      ||     6.17 |     6.12 |   -1%˄ ||   160.83 |   162.09 |   +1%˄ | (run time too short) |
+| 20a     ||    93.43 |    91.85 |   -2%˄ ||    10.69 |    10.88 |   +2%˄ | (run time too short) |
+| 20b     ||    74.04 |    76.96 |   +4%˄ ||    13.49 |    12.98 |   -4%˄ | (run time too short) |
+| 20c     ||    90.82 |    91.85 |   +1%˄ ||    11.00 |    10.88 |   -1%˄ | (run time too short) |
+| 21a     ||    31.94 |    31.67 |   -1%˄ ||    31.24 |    31.51 |   +1%˄ | (run time too short) |
+| 21b     ||    26.74 |    26.58 |   -1%˄ ||    37.31 |    37.54 |   +1%˄ | (run time too short) |
+| 21c     ||    34.30 |    34.14 |   -0%˄ ||    29.09 |    29.23 |   +0%˄ | (run time too short) |
+| 22a     ||    90.70 |    92.49 |   +2%˄ ||    11.02 |    10.80 |   -2%˄ | (run time too short) |
+| 22b     ||    70.89 |    66.97 |   -6%˄ ||    14.09 |    14.91 |   +6%˄ | (run time too short) |
+| 22c     ||   155.59 |   158.56 |   +2%˄ ||     6.42 |     6.30 |   -2%˄ | (run time too short) |
+| 22d     ||   255.72 |   263.98 |   +3%˄ ||     3.91 |     3.79 |   -3%˄ | (run time too short) |
+| 23a     ||    19.24 |    19.35 |   +1%˄ ||    51.81 |    51.52 |   -1%˄ | (run time too short) |
+| 23b     ||    30.26 |    30.18 |   -0%˄ ||    32.96 |    33.04 |   +0%˄ | (run time too short) |
+| 23c     ||    22.42 |    22.12 |   -1%˄ ||    44.49 |    45.08 |   +1%˄ | (run time too short) |
+| 24a     ||    64.12 |    63.77 |   -1%˄ ||    15.58 |    15.66 |   +1%˄ | (run time too short) |
+| 24b     ||    62.75 |    65.47 |   +4%˄ ||    15.91 |    15.25 |   -4%˄ | (run time too short) |
+| 25a     ||    71.53 |    71.23 |   -0%˄ ||    13.97 |    14.02 |   +0%˄ | (run time too short) |
+| 25b     ||    39.06 |    38.85 |   -1%˄ ||    25.55 |    25.69 |   +1%˄ | (run time too short) |
+| 25c     ||   220.91 |   221.66 |   +0%˄ ||     4.52 |     4.51 |   -0%˄ | (run time too short) |
+| 26a     ||    96.42 |   101.83 |   +6%˄ ||    10.36 |     9.81 |   -5%˄ | (run time too short) |
+| 26b     ||    70.13 |    69.93 |   -0%˄ ||    14.24 |    14.28 |   +0%˄ | (run time too short) |
+| 26c     ||   155.86 |   156.70 |   +1%˄ ||     6.41 |     6.38 |   -1%˄ | (run time too short) |
+| 27a     ||    28.06 |    27.21 |   -3%˄ ||    35.55 |    36.66 |   +3%˄ | (run time too short) |
+| 27b     ||    26.60 |    26.89 |   +1%˄ ||    37.50 |    37.08 |   -1%˄ | (run time too short) |
+| 27c     ||    33.18 |    32.81 |   -1%˄ ||    30.07 |    30.41 |   +1%˄ | (run time too short) |
+| 28a     ||   155.88 |   154.65 |   -1%˄ ||     6.41 |     6.46 |   +1%˄ | (run time too short) |
+| 28b     ||    34.84 |    34.76 |   -0%˄ ||    28.65 |    28.71 |   +0%˄ | (run time too short) |
+| 28c     ||   136.90 |   136.46 |   -0%˄ ||     7.30 |     7.32 |   +0%˄ | (run time too short) |
+| 29a     ||    59.69 |    60.74 |   +2%˄ ||    16.73 |    16.43 |   -2%˄ | (run time too short) |
+| 29b     ||   212.65 |   172.84 |  -19%˄ ||     4.70 |     5.78 |  +23%˄ | (run time too short) |
+| 29c     ||    70.96 |    71.02 |   +0%˄ ||    14.07 |    14.06 |   -0%˄ | (run time too short) |
+| 2a      ||    28.47 |    29.06 |   +2%˄ ||    35.06 |    34.35 |   -2%˄ | (run time too short) |
+| 2b      ||    24.71 |    24.78 |   +0%˄ ||    40.39 |    40.26 |   -0%˄ | (run time too short) |
+| 2c      ||    17.08 |    17.45 |   +2%˄ ||    58.35 |    57.13 |   -2%˄ | (run time too short) |
+| 2d      ||    67.39 |    66.98 |   -1%˄ ||    14.78 |    14.88 |   +1%˄ | (run time too short) |
+| 30a     ||    60.06 |    61.07 |   +2%˄ ||    16.63 |    16.35 |   -2%˄ | (run time too short) |
+| 30b     ||    45.55 |    46.30 |   +2%˄ ||    21.91 |    21.56 |   -2%˄ | (run time too short) |
+| 30c     ||   144.81 |   142.33 |   -2%˄ ||     6.90 |     7.02 |   +2%˄ | (run time too short) |
+| 31a     ||    45.32 |    45.63 |   +1%˄ ||    22.02 |    21.88 |   -1%˄ | (run time too short) |
+| 31b     ||    40.25 |    40.40 |   +0%˄ ||    24.80 |    24.70 |   -0%˄ | (run time too short) |
+| 31c     ||    50.37 |    50.99 |   +1%˄ ||    19.82 |    19.58 |   -1%˄ | (run time too short) |
+| 32a     ||     7.86 |     8.22 |   +5%˄ ||   126.43 |   120.81 |   -4%˄ | (run time too short) |
+| 32b     ||    38.98 |    39.52 |   +1%˄ ||    25.61 |    25.27 |   -1%˄ | (run time too short) |
+| 33a     ||    13.10 |    12.91 |   -1%˄ ||    75.98 |    77.10 |   +1%˄ | (run time too short) |
+| 33b     ||    10.08 |    10.23 |   +1%˄ ||    98.62 |    97.20 |   -1%˄ | (run time too short) |
+| 33c     ||    22.04 |    22.08 |   +0%˄ ||    45.24 |    45.16 |   -0%˄ | (run time too short) |
+| 3a      ||    47.72 |    47.78 |   +0%˄ ||    20.91 |    20.89 |   -0%˄ | (run time too short) |
+| 3b      ||     8.03 |     7.96 |   -1%˄ ||   123.74 |   124.82 |   +1%˄ | (run time too short) |
+| 3c      ||    89.00 |    89.87 |   +1%˄ ||    11.22 |    11.12 |   -1%˄ | (run time too short) |
+| 4a      ||    77.10 |    77.07 |   -0%˄ ||    12.95 |    12.96 |   +0%˄ | (run time too short) |
+| 4b      ||     6.34 |     6.16 |   -3%˄ ||   156.68 |   161.30 |   +3%˄ | (run time too short) |
+| 4c      ||    98.99 |   100.60 |   +2%˄ ||    10.09 |     9.93 |   -2%˄ | (run time too short) |
+| 5a      ||    31.02 |    31.08 |   +0%˄ ||    32.16 |    32.11 |   -0%˄ | (run time too short) |
+| 5b      ||    24.73 |    24.52 |   -1%˄ ||    40.34 |    40.69 |   +1%˄ | (run time too short) |
+| 5c      ||    59.63 |    59.56 |   -0%˄ ||    16.75 |    16.77 |   +0%˄ | (run time too short) |
+| 6a      ||    28.07 |    28.72 |   +2%˄ ||    35.54 |    34.74 |   -2%˄ | (run time too short) |
+| 6b      ||    56.77 |    56.98 |   +0%˄ ||    17.59 |    17.52 |   -0%˄ | (run time too short) |
+| 6c      ||    26.93 |    26.91 |   -0%˄ ||    37.01 |    37.04 |   +0%˄ | (run time too short) |
+| 6d      ||   156.61 |   164.13 |   +5%˄ ||     6.38 |     6.09 |   -5%˄ | (run time too short) |
+| 6e      ||    28.72 |    29.80 |   +4%˄ ||    34.74 |    33.47 |   -4%˄ | (run time too short) |
+| 6f      ||   727.49 |   749.30 |   +3%˄ ||     1.37 |     1.33 |   -3%˄ | (run time too short) |
+| 7a      ||    26.93 |    26.82 |   -0%˄ ||    37.04 |    37.20 |   +0%˄ | (run time too short) |
+| 7b      ||    28.01 |    28.13 |   +0%˄ ||    35.61 |    35.47 |   -0%˄ | (run time too short) |
+| 7c      ||   354.04 |   358.55 |   +1%˄ ||     2.82 |     2.79 |   -1%˄ | (run time too short) |
+| 8a      ||    39.29 |    39.30 |   +0%˄ ||    25.40 |    25.39 |   -0%˄ | (run time too short) |
+| 8b      ||    36.15 |    36.30 |   +0%˄ ||    27.60 |    27.49 |   -0%˄ | (run time too short) |
+| 8c      ||  1812.96 |  1809.51 |   -0%  ||     0.55 |     0.55 |   +0%  |               0.8668 |
+| 8d      ||   322.74 |   320.82 |   -1%˄ ||     3.10 |     3.12 |   +1%˄ | (run time too short) |
+| 9a      ||   160.85 |   169.75 |   +6%˄ ||     6.21 |     5.89 |   -5%˄ | (run time too short) |
+| 9b      ||    95.53 |    95.89 |   +0%˄ ||    10.46 |    10.42 |   -0%˄ | (run time too short) |
+| 9c      ||   178.89 |   178.16 |   -0%˄ ||     5.59 |     5.61 |   +0%˄ | (run time too short) |
+| 9d      ||   592.05 |   598.72 |   +1%˄ ||     1.69 |     1.67 |   -1%˄ | (run time too short) |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 19648.81 | 19687.90 |   +0%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   -0%  |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+|   Notes || ˄ Execution stopped due to max runs reached                                         |
++---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: +0% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_5e7efa90aabc372c3617bd3f8b7208688ac51f13_mt.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                                  | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                                  |
 |  benchmark_mode               | Shuffled                                                                                                        | Shuffled                                                                                                        |
 |  build_type                   | release                                                                                                         | release                                                                                                         |
 |  chunk_indexes                | False                                                                                                           | False                                                                                                           |
 |  chunk_size                   | 65535                                                                                                           | 65535                                                                                                           |
 |  clients                      | 64                                                                                                              | 64                                                                                                              |
 |  compiler                     | clang 17.0.2                                                                                                    | clang 17.0.2                                                                                                    |
 |  cores                        | 64                                                                                                              | 64                                                                                                              |
 |  data_preparation_cores       | 0                                                                                                               | 0                                                                                                               |
 |  date                         | 2024-04-04 08:17:50                                                                                             | 2024-04-04 12:19:47                                                                                             |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                         |
 |  max_duration                 | 1200000000000                                                                                                   | 1200000000000                                                                                                   |
 |  max_runs                     | -1                                                                                                              | -1                                                                                                              |
 |  time_unit                    | ns                                                                                                              | ns                                                                                                              |
 |  using_scheduler              | True                                                                                                            | True                                                                                                            |
 |  utilized_cores_per_numa_node | [64]                                                                                                            | [64]                                                                                                            |
 |  verify                       | False                                                                                                           | False                                                                                                           |
 |  warmup_duration              | 0                                                                                                               | 0                                                                                                               |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   251.04 |   223.33 |  -11%  ||     1.12 |     1.11 |   -0%  |  0.2749 |
+| 10b     ||   157.89 |   177.81 |  +13%  ||     1.12 |     1.12 |   -0%  |  0.3448 |
+| 10c     ||   692.42 |   643.85 |   -7%  ||     1.12 |     1.12 |   -0%  |  0.2241 |
+| 11a     ||   162.19 |   141.42 |  -13%  ||     1.12 |     1.11 |   -0%  |  0.3463 |
+| 11b     ||   120.34 |   108.62 |  -10%  ||     1.12 |     1.12 |   -0%  |  0.4632 |
+| 11c     ||   114.45 |   106.57 |   -7%  ||     1.12 |     1.12 |   -0%  |  0.6288 |
+| 11d     ||   111.11 |   118.30 |   +6%  ||     1.12 |     1.11 |   -0%  |  0.6349 |
+| 12a     ||   184.18 |   175.39 |   -5%  ||     1.12 |     1.12 |   -0%  |  0.6482 |
+| 12b     ||   113.36 |   102.12 |  -10%  ||     1.12 |     1.11 |   -0%  |  0.5146 |
+| 12c     ||   398.75 |   416.21 |   +4%  ||     1.12 |     1.11 |   -0%  |  0.5680 |
+| 13a     ||   539.49 |   507.75 |   -6%  ||     1.12 |     1.11 |   -0%  |  0.3240 |
+| 13b     ||   425.82 |   414.99 |   -3%  ||     1.12 |     1.11 |   -0%  |  0.7410 |
+| 13c     ||   379.69 |   367.05 |   -3%  ||     1.12 |     1.12 |   -0%  |  0.6805 |
+| 13d     ||   995.89 |   983.99 |   -1%  ||     1.12 |     1.11 |   -0%  |  0.7367 |
+| 14a     ||   494.61 |   504.65 |   +2%  ||     1.12 |     1.11 |   -0%  |  0.7790 |
+| 14b     ||   505.82 |   432.92 |  -14%  ||     1.12 |     1.11 |   -0%  |  0.0226 |
+| 14c     ||   666.75 |   623.02 |   -7%  ||     1.12 |     1.11 |   -0%  |  0.2365 |
+| 15a     ||   143.79 |   136.50 |   -5%  ||     1.12 |     1.12 |   -0%  |  0.6605 |
+| 15b     ||   148.96 |   129.23 |  -13%  ||     1.12 |     1.11 |   -0%  |  0.3025 |
+| 15c     ||   149.20 |   141.39 |   -5%  ||     1.12 |     1.11 |   -0%  |  0.6238 |
+| 15d     ||   176.80 |   174.42 |   -1%  ||     1.12 |     1.12 |   -0%  |  0.8958 |
+| 16a     ||  1793.49 |  1834.84 |   +2%  ||     1.12 |     1.11 |   -0%  |  0.4123 |
+| 16b     ||  3313.63 |  3437.57 |   +4%  ||     1.11 |     1.11 |   -0%  |  0.0217 |
+| 16c     ||  2028.57 |  2032.50 |   +0%  ||     1.12 |     1.11 |   -0%  |  0.9350 |
+| 16d     ||  1985.13 |  1997.54 |   +1%  ||     1.11 |     1.11 |   -0%  |  0.7988 |
+| 17a     ||   949.69 |   947.42 |   -0%  ||     1.12 |     1.11 |   -0%  |  0.9576 |
+| 17b     ||   701.64 |   704.31 |   +0%  ||     1.12 |     1.11 |   -0%  |  0.9407 |
+| 17c     ||   652.37 |   704.13 |   +8%  ||     1.12 |     1.11 |   -0%  |  0.1880 |
+| 17d     ||   696.31 |   662.66 |   -5%  ||     1.12 |     1.11 |   -0%  |  0.4057 |
+| 17e     ||  1827.31 |  1843.13 |   +1%  ||     1.12 |     1.11 |   -0%  |  0.7393 |
+| 17f     ||  1259.76 |  1259.23 |   -0%  ||     1.12 |     1.11 |   -0%  |  0.9911 |
+| 18a     ||   282.37 |   316.15 |  +12%  ||     1.12 |     1.12 |   -0%  |  0.1853 |
+| 18b     ||   425.81 |   502.71 |  +18%  ||     1.12 |     1.11 |   -0%  |  0.0462 |
+| 18c     ||   718.95 |   726.77 |   +1%  ||     1.12 |     1.11 |   -0%  |  0.8513 |
+| 19a     ||   657.52 |   609.92 |   -7%  ||     1.12 |     1.11 |   -0%  |  0.2322 |
+| 19b     ||   415.17 |   423.42 |   +2%  ||     1.12 |     1.11 |   -0%  |  0.7796 |
+| 19c     ||   712.70 |   663.88 |   -7%  ||     1.12 |     1.11 |   -0%  |  0.2099 |
+| 19d     ||  1594.27 |  1595.93 |   +0%  ||     1.12 |     1.11 |   -0%  |  0.9740 |
+| 1a      ||    56.19 |    36.31 |  -35%  ||     1.12 |     1.11 |   -0%  |  0.0229 |
+| 1b      ||    53.58 |    57.97 |   +8%  ||     1.12 |     1.11 |   -0%  |  0.6460 |
+| 1c      ||    56.44 |    74.91 |  +33%  ||     1.12 |     1.11 |   -0%  |  0.0711 |
+| 1d      ||    45.29 |    40.75 |  -10%  ||     1.12 |     1.12 |   -0%  |  0.5593 |
+| 20a     ||   477.19 |   496.83 |   +4%  ||     1.12 |     1.11 |   -0%  |  0.5270 |
+| 20b     ||   466.58 |   456.98 |   -2%  ||     1.12 |     1.11 |   -0%  |  0.7782 |
+| 20c     ||   451.08 |   408.01 |  -10%  ||     1.12 |     1.11 |   -0%  |  0.1447 |
+| 21a     ||   220.61 |   217.29 |   -2%  ||     1.12 |     1.11 |   -0%  |  0.8919 |
+| 21b     ||   147.98 |   146.56 |   -1%  ||     1.12 |     1.11 |   -0%  |  0.9339 |
+| 21c     ||   251.42 |   259.57 |   +3%  ||     1.12 |     1.11 |   -0%  |  0.7698 |
+| 22a     ||   517.36 |   551.12 |   +7%  ||     1.12 |     1.11 |   -0%  |  0.3398 |
+| 22b     ||   523.87 |   450.55 |  -14%  ||     1.12 |     1.11 |   -0%  |  0.0530 |
+| 22c     ||   710.45 |   769.01 |   +8%  ||     1.12 |     1.11 |   -0%  |  0.1323 |
+| 22d     ||  1032.09 |  1049.79 |   +2%  ||     1.12 |     1.11 |   -0%  |  0.7129 |
+| 23a     ||   169.63 |   166.93 |   -2%  ||     1.12 |     1.11 |   -0%  |  0.8846 |
+| 23b     ||   112.77 |   149.09 |  +32%  ||     1.12 |     1.11 |   -0%  |  0.0299 |
+| 23c     ||   184.70 |   208.81 |  +13%  ||     1.12 |     1.11 |   -0%  |  0.2565 |
+| 24a     ||   457.31 |   483.01 |   +6%  ||     1.12 |     1.12 |   -0%  |  0.5072 |
+| 24b     ||   358.58 |   365.75 |   +2%  ||     1.12 |     1.11 |   -0%  |  0.8238 |
+| 25a     ||   476.07 |   466.43 |   -2%  ||     1.12 |     1.11 |   -0%  |  0.7759 |
+| 25b     ||   236.28 |   260.62 |  +10%  ||     1.12 |     1.11 |   -0%  |  0.3853 |
+| 25c     ||  1015.76 |  1028.65 |   +1%  ||     1.12 |     1.11 |   -0%  |  0.7884 |
+| 26a     ||   444.85 |   438.17 |   -1%  ||     1.12 |     1.11 |   -0%  |  0.8163 |
+| 26b     ||   298.37 |   296.69 |   -1%  ||     1.12 |     1.11 |   -0%  |  0.9447 |
+| 26c     ||   683.65 |   663.09 |   -3%  ||     1.12 |     1.11 |   -0%  |  0.5424 |
+| 27a     ||   223.07 |   210.80 |   -5%  ||     1.12 |     1.11 |   -0%  |  0.6195 |
+| 27b     ||   212.58 |   195.77 |   -8%  ||     1.12 |     1.11 |   -0%  |  0.4770 |
+| 27c     ||   222.44 |   255.99 |  +15%  ||     1.12 |     1.11 |   -0%  |  0.2100 |
+| 28a     ||   733.79 |   747.98 |   +2%  ||     1.12 |     1.11 |   -0%  |  0.7297 |
+| 28b     ||   361.26 |   269.97 |  -25%  ||     1.12 |     1.12 |   -0%  |  0.0018 |
+| 28c     ||   688.17 |   761.04 |  +11%  ||     1.12 |     1.11 |   -0%  |  0.0905 |
+| 29a     ||   290.90 |   294.70 |   +1%  ||     1.12 |     1.11 |   -0%  |  0.8731 |
+| 29b     ||   391.35 |   377.79 |   -3%  ||     1.12 |     1.11 |   -0%  |  0.6487 |
+| 29c     ||   398.45 |   394.15 |   -1%  ||     1.12 |     1.11 |   -0%  |  0.8910 |
+| 2a      ||   134.00 |   160.23 |  +20%  ||     1.12 |     1.11 |   -0%  |  0.0629 |
+| 2b      ||   129.22 |   129.20 |   -0%  ||     1.12 |     1.11 |   -0%  |  0.9990 |
+| 2c      ||   101.42 |   108.19 |   +7%  ||     1.12 |     1.11 |   -0%  |  0.5801 |
+| 2d      ||   268.73 |   249.90 |   -7%  ||     1.12 |     1.12 |   -0%  |  0.3633 |
+| 30a     ||   425.82 |   360.42 |  -15%  ||     1.12 |     1.11 |   -0%  |  0.0305 |
+| 30b     ||   409.56 |   400.14 |   -2%  ||     1.12 |     1.12 |   -0%  |  0.7766 |
+| 30c     ||   688.99 |   696.09 |   +1%  ||     1.12 |     1.11 |   -0%  |  0.8481 |
+| 31a     ||   347.62 |   317.42 |   -9%  ||     1.12 |     1.11 |   -0%  |  0.3578 |
+| 31b     ||   287.81 |   345.86 |  +20%  ||     1.12 |     1.12 |   -0%  |  0.0603 |
+| 31c     ||   405.36 |   361.93 |  -11%  ||     1.12 |     1.11 |   -0%  |  0.1799 |
+| 32a     ||    60.98 |    49.05 |  -20%  ||     1.12 |     1.11 |   -0%  |  0.3375 |
+| 32b     ||   160.77 |   197.79 |  +23%  ||     1.12 |     1.12 |   -0%  |  0.0287 |
+| 33a     ||   160.48 |   152.03 |   -5%  ||     1.12 |     1.11 |   -0%  |  0.6968 |
+| 33b     ||    86.75 |   118.58 |  +37%  ||     1.12 |     1.11 |   -0%  |  0.0222 |
+| 33c     ||   203.91 |   193.15 |   -5%  ||     1.12 |     1.11 |   -0%  |  0.6410 |
+| 3a      ||   309.72 |   310.00 |   +0%  ||     1.12 |     1.11 |   -0%  |  0.9925 |
+| 3b      ||   101.12 |   101.06 |   -0%  ||     1.12 |     1.12 |   -0%  |  0.9969 |
+| 3c      ||   547.24 |   533.56 |   -2%  ||     1.12 |     1.11 |   -0%  |  0.7435 |
+| 4a      ||   305.81 |   317.41 |   +4%  ||     1.12 |     1.11 |   -0%  |  0.6358 |
+| 4b      ||    76.13 |    59.87 |  -21%  ||     1.12 |     1.11 |   -0%  |  0.2063 |
+| 4c      ||   370.13 |   369.31 |   -0%  ||     1.12 |     1.11 |   -0%  |  0.9766 |
+| 5a      ||   253.65 |   251.66 |   -1%  ||     1.12 |     1.11 |   -0%  |  0.9404 |
+| 5b      ||   168.59 |   158.53 |   -6%  ||     1.12 |     1.11 |   -0%  |  0.5654 |
+| 5c      ||   404.81 |   386.14 |   -5%  ||     1.12 |     1.11 |   -0%  |  0.5905 |
+| 6a      ||   163.45 |   144.49 |  -12%  ||     1.12 |     1.11 |   -0%  |  0.2444 |
+| 6b      ||   213.72 |   197.78 |   -7%  ||     1.12 |     1.12 |   -0%  |  0.3282 |
+| 6c      ||   124.31 |   126.75 |   +2%  ||     1.12 |     1.11 |   -0%  |  0.8733 |
+| 6d      ||   572.72 |   575.67 |   +1%  ||     1.12 |     1.12 |   -0%  |  0.9210 |
+| 6e      ||   152.28 |   154.56 |   +1%  ||     1.12 |     1.11 |   -0%  |  0.8995 |
+| 6f      ||  1280.25 |  1258.63 |   -2%  ||     1.12 |     1.11 |   -0%  |  0.5276 |
+| 7a      ||   159.88 |   196.58 |  +23%  ||     1.12 |     1.11 |   -0%  |  0.0593 |
+| 7b      ||   169.10 |   185.72 |  +10%  ||     1.12 |     1.11 |   -0%  |  0.4613 |
+| 7c      ||  1166.01 |  1171.47 |   +0%  ||     1.12 |     1.11 |   -0%  |  0.9021 |
+| 8a      ||   267.32 |   230.79 |  -14%  ||     1.12 |     1.12 |   -0%  |  0.1495 |
+| 8b      ||   217.34 |   198.25 |   -9%  ||     1.12 |     1.12 |   -0%  |  0.3648 |
+| 8c      ||  2457.62 |  2554.48 |   +4%  ||     1.12 |     1.11 |   -0%  |  0.0502 |
+| 8d      ||   718.19 |   709.12 |   -1%  ||     1.12 |     1.11 |   -0%  |  0.7782 |
+| 9a      ||   772.72 |   742.58 |   -4%  ||     1.12 |     1.11 |   -0%  |  0.4804 |
+| 9b      ||   519.96 |   518.52 |   -0%  ||     1.12 |     1.11 |   -0%  |  0.9672 |
+| 9c      ||   694.09 |   746.50 |   +8%  ||     1.12 |     1.11 |   -0%  |  0.1595 |
+| 9d      ||  1162.38 |  1244.44 |   +7%  ||     1.12 |     1.11 |   -0%  |  0.0696 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 57137.32 | 57226.57 |   +0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -0%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: +3% || Geometric mean of throughput changes: -5%
Configuration Overview - click to expand
 +Configuration Overview---+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_5e7efa90aabc372c3617bd3f8b7208688ac51f13_st.json |
 +-------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                                   | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                                   |
 |  benchmark_mode         | Ordered                                                                                                          | Ordered                                                                                                          |
 |  build_type             | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes          | False                                                                                                            | False                                                                                                            |
 |  chunk_size             | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                | 1                                                                                                                | 1                                                                                                                |
 |  compiler               | clang 17.0.2                                                                                                     | clang 17.0.2                                                                                                     |
 |  cores                  | 0                                                                                                                | 0                                                                                                                |
 |  data_preparation_cores | 0                                                                                                                | 0                                                                                                                |
 |  date                   | 2024-04-04 08:38:22                                                                                              | 2024-04-04 12:40:19                                                                                              |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                          | {'default': {'encoding': 'Dictionary'}}                                                                          |
 |  max_duration           | 60000000000                                                                                                      | 60000000000                                                                                                      |
 |  max_runs               | 50                                                                                                               | 50                                                                                                               |
 |  scale_factor           | 10.0                                                                                                             | 10.0                                                                                                             |
 |  time_unit              | ns                                                                                                               | ns                                                                                                               |
 |  using_scheduler        | False                                                                                                            | False                                                                                                            |
 |  verify                 | False                                                                                                            | False                                                                                                            |
 |  warmup_duration        | 1000000000                                                                                                       | 1000000000                                                                                                       |
 +-------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|         ||      old |      new |        ||      old |      new |        |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 1.1     ||   503.62 |   497.23 |   -1%˄ ||     1.99 |     2.01 |   +1%˄ | (run time too short) |
+| 1.2     ||   266.14 |   262.21 |   -1%˄ ||     3.76 |     3.81 |   +1%˄ | (run time too short) |
+| 1.3     ||   253.56 |   247.78 |   -2%˄ ||     3.94 |     4.04 |   +2%˄ | (run time too short) |
+| 2.1     ||   830.56 |   897.66 |   +8%˄ ||     1.20 |     1.11 |   -7%˄ | (run time too short) |
+| 2.2     ||   443.72 |   447.11 |   +1%˄ ||     2.25 |     2.24 |   -1%˄ | (run time too short) |
+| 2.3     ||   262.55 |   261.26 |   -0%˄ ||     3.81 |     3.83 |   +0%˄ | (run time too short) |
+| 3.1     ||  3266.95 |  3340.86 |   +2%  ||     0.31 |     0.30 |   -2%  |               0.0093 |
+| 3.2     ||   426.20 |   490.69 |  +15%˄ ||     2.35 |     2.04 |  -13%˄ | (run time too short) |
+| 3.3     ||   162.70 |   174.85 |   +7%˄ ||     6.15 |     5.72 |   -7%˄ | (run time too short) |
+| 3.4     ||   131.75 |   162.12 |  +23%˄ ||     7.59 |     6.17 |  -19%˄ | (run time too short) |
+| 4.1     ||  3671.60 |  3660.18 |   -0%  ||     0.27 |     0.27 |   +0%  |               0.8286 |
+| 4.2     ||  1094.41 |  1167.47 |   +7%˄ ||     0.91 |     0.86 |   -6%˄ | (run time too short) |
+| 4.3     ||   318.42 |   382.38 |  +20%˄ ||     3.14 |     2.62 |  -17%˄ | (run time too short) |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 11632.17 | 11991.80 |   +3%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   -5%  |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+|   Notes || ˄ Execution stopped due to max runs reached                                         |
++---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_mt_ordered.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_5e7efa90aabc372c3617bd3f8b7208688ac51f13_mt_ordered.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                                           | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                                           |
 |  benchmark_mode               | Ordered                                                                                                                  | Ordered                                                                                                                  |
 |  build_type                   | release                                                                                                                  | release                                                                                                                  |
 |  chunk_indexes                | False                                                                                                                    | False                                                                                                                    |
 |  chunk_size                   | 65535                                                                                                                    | 65535                                                                                                                    |
 |  clients                      | 1                                                                                                                        | 1                                                                                                                        |
 |  compiler                     | clang 17.0.2                                                                                                             | clang 17.0.2                                                                                                             |
 |  cores                        | 64                                                                                                                       | 64                                                                                                                       |
 |  data_preparation_cores       | 0                                                                                                                        | 0                                                                                                                        |
 |  date                         | 2024-04-04 08:45:07                                                                                                      | 2024-04-04 12:47:17                                                                                                      |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                  | {'default': {'encoding': 'Dictionary'}}                                                                                  |
 |  max_duration                 | 60000000000                                                                                                              | 60000000000                                                                                                              |
 |  max_runs                     | 50                                                                                                                       | 50                                                                                                                       |
 |  scale_factor                 | 10.0                                                                                                                     | 10.0                                                                                                                     |
 |  time_unit                    | ns                                                                                                                       | ns                                                                                                                       |
 |  using_scheduler              | True                                                                                                                     | True                                                                                                                     |
 |  utilized_cores_per_numa_node | [64]                                                                                                                     | [64]                                                                                                                     |
 |  verify                       | False                                                                                                                    | False                                                                                                                    |
 |  warmup_duration              | 1000000000                                                                                                               | 1000000000                                                                                                               |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------+
++---------++----------+---------+--------++----------+----------+--------+----------------------+
+| Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
+|         ||      old |     new |        ||      old |      new |        |                      |
++---------++----------+---------+--------++----------+----------+--------+----------------------+
+| 1.1     ||   135.36 |  132.26 |   -2%˄ ||     7.38 |     7.55 |   +2%˄ | (run time too short) |
+| 1.2     ||    92.21 |   89.61 |   -3%˄ ||    10.83 |    11.15 |   +3%˄ | (run time too short) |
+| 1.3     ||    89.82 |   88.06 |   -2%˄ ||    11.12 |    11.34 |   +2%˄ | (run time too short) |
+| 2.1     ||   405.25 |  419.96 |   +4%˄ ||     2.47 |     2.38 |   -4%˄ | (run time too short) |
+| 2.2     ||   193.71 |  198.89 |   +3%˄ ||     5.16 |     5.03 |   -3%˄ | (run time too short) |
+| 2.3     ||    71.97 |   71.01 |   -1%˄ ||    13.88 |    14.06 |   +1%˄ | (run time too short) |
+| 3.1     ||  1183.77 | 1136.35 |   -4%˄ ||     0.84 |     0.88 |   +4%˄ | (run time too short) |
+| 3.2     ||   184.77 |  196.95 |   +7%˄ ||     5.41 |     5.07 |   -6%˄ | (run time too short) |
+| 3.3     ||    87.63 |   89.29 |   +2%˄ ||    11.40 |    11.19 |   -2%˄ | (run time too short) |
+| 3.4     ||    80.37 |   81.94 |   +2%˄ ||    12.43 |    12.19 |   -2%˄ | (run time too short) |
+| 4.1     ||   999.77 | 1002.91 |   +0%˄ ||     1.00 |     1.00 |   -0%˄ | (run time too short) |
+| 4.2     ||   419.20 |  447.45 |   +7%˄ ||     2.38 |     2.23 |   -6%˄ | (run time too short) |
+| 4.3     ||   115.07 |  130.90 |  +14%˄ ||     8.68 |     7.63 |  -12%˄ | (run time too short) |
++---------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum     ||  4058.89 | 4085.59 |   +1%  ||          |          |        |                      |
+| Geomean ||          |         |        ||          |          |   -2%  |                      |
++---------++----------+---------+--------++----------+----------+--------+----------------------+
+|   Notes || ˄ Execution stopped due to max runs reached                                        |
++---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_5e7efa90aabc372c3617bd3f8b7208688ac51f13_mt.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 8783047e4e0ff8b49ba8c88a4c818c5abb34e9b7-dirty                                                                   | 5e7efa90aabc372c3617bd3f8b7208688ac51f13-dirty                                                                   |
 |  benchmark_mode               | Shuffled                                                                                                         | Shuffled                                                                                                         |
 |  build_type                   | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes                | False                                                                                                            | False                                                                                                            |
 |  chunk_size                   | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                      | 64                                                                                                               | 64                                                                                                               |
 |  compiler                     | clang 17.0.2                                                                                                     | clang 17.0.2                                                                                                     |
 |  cores                        | 64                                                                                                               | 64                                                                                                               |
 |  data_preparation_cores       | 0                                                                                                                | 0                                                                                                                |
 |  date                         | 2024-04-04 08:49:18                                                                                              | 2024-04-04 12:51:29                                                                                              |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                          | {'default': {'encoding': 'Dictionary'}}                                                                          |
 |  max_duration                 | 1200000000000                                                                                                    | 1200000000000                                                                                                    |
 |  max_runs                     | -1                                                                                                               | -1                                                                                                               |
 |  scale_factor                 | 10.0                                                                                                             | 10.0                                                                                                             |
 |  time_unit                    | ns                                                                                                               | ns                                                                                                               |
 |  using_scheduler              | True                                                                                                             | True                                                                                                             |
 |  utilized_cores_per_numa_node | [64]                                                                                                             | [64]                                                                                                             |
 |  verify                       | False                                                                                                            | False                                                                                                            |
 |  warmup_duration              | 0                                                                                                                | 0                                                                                                                |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   886.13 |   893.14 |   +1%  ||     3.58 |     3.57 |   -0%  |  0.7592 |
+| 1.2     ||   484.45 |   496.03 |   +2%  ||     3.58 |     3.57 |   -0%  |  0.4721 |
+| 1.3     ||   440.59 |   439.27 |   -0%  ||     3.58 |     3.57 |   -0%  |  0.9272 |
+| 2.1     ||  2228.11 |  2250.49 |   +1%  ||     3.58 |     3.56 |   -0%  |  0.5771 |
+| 2.2     ||  1168.60 |  1169.69 |   +0%  ||     3.58 |     3.57 |   -0%  |  0.9684 |
+| 2.3     ||   385.00 |   396.28 |   +3%  ||     3.58 |     3.57 |   -0%  |  0.4361 |
+| 3.1     ||  3456.81 |  3452.71 |   -0%  ||     3.57 |     3.56 |   -0%  |  0.9162 |
+| 3.2     ||  1068.97 |  1097.49 |   +3%  ||     3.58 |     3.57 |   -0%  |  0.2845 |
+| 3.3     ||   535.29 |   542.60 |   +1%  ||     3.58 |     3.57 |   -0%  |  0.6981 |
+| 3.4     ||   494.11 |   522.45 |   +6%  ||     3.58 |     3.57 |   -0%  |  0.1191 |
+| 4.1     ||  3240.39 |  3228.44 |   -0%  ||     3.57 |     3.56 |   -0%  |  0.7513 |
+| 4.2     ||  2613.44 |  2618.97 |   +0%  ||     3.58 |     3.56 |   -0%  |  0.8885 |
+| 4.3     ||   810.72 |   802.53 |   -1%  ||     3.58 |     3.57 |   -0%  |  0.7212 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 17812.61 | 17910.10 |   +1%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -0%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

Bouncner avatar Apr 05 '24 03:04 Bouncner

~Something is odd. I made it kaputt.~

Bouncner avatar Apr 06 '24 03:04 Bouncner

~I am waiting for the DELab which might still be down for a couple of days.~

Nobody knows when it's coming back.

Bouncner avatar May 03 '24 09:05 Bouncner

@dey4ss : there have been tiny changes since your last review.

Bouncner avatar May 06 '24 08:05 Bouncner

Intel - Nemea

System

nemea - click to expand
property value
Hostname nemea
CPU Intel(R) Xeon(R) Platinum 8180 CPU @ 2.50GHz
Memory 627GB
numactl nodebind: 3
numactl membind: 3

Commit Info and Build Time

commit date message build time
43b228e1b 03.05.2024 12:47 Add ABS function (#2641) real 340.83 user 3282.00 sys 110.65
556e8941a 03.05.2024 11:13 Merge branch 'master' into martiin/perf/aggregate_output real 358.51 user 3288.82 sys 112.21

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview----+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +--------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                    | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                    |
 |  benchmark_mode          | Ordered                                                                                                                           | Ordered                                                                                                                           |
 |  build_type              | release                                                                                                                           | release                                                                                                                           |
 |  chunk_indexes           | False                                                                                                                             | False                                                                                                                             |
 |  chunk_size              | 65535                                                                                                                             | 65535                                                                                                                             |
 |  clients                 | 1                                                                                                                                 | 1                                                                                                                                 |
 |  clustering              | None                                                                                                                              | None                                                                                                                              |
 |  compiler                | clang 15.0.7                                                                                                                      | clang 15.0.7                                                                                                                      |
 |  cores                   | 0                                                                                                                                 | 0                                                                                                                                 |
 |  data_preparation_cores  | 0                                                                                                                                 | 0                                                                                                                                 |
 |  date                    | 2024-05-05 23:09:02                                                                                                               | 2024-05-06 02:48:04                                                                                                               |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                                           |
 |  max_duration            | 60000000000                                                                                                                       | 60000000000                                                                                                                       |
 |  max_runs                | 50                                                                                                                                | 50                                                                                                                                |
 |  scale_factor            | 10.0                                                                                                                              | 10.0                                                                                                                              |
 |  time_unit               | ns                                                                                                                                | ns                                                                                                                                |
 |  use_prepared_statements | False                                                                                                                             | False                                                                                                                             |
 |  using_scheduler         | False                                                                                                                             | False                                                                                                                             |
 |  verify                  | False                                                                                                                             | False                                                                                                                             |
 |  warmup_duration         | 1000000000                                                                                                                        | 1000000000                                                                                                                        |
 +--------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||  6499.71 |  6421.73 |   -1%  ||     0.15 |     0.16 |   +1%  |               0.5867 |
 | TPC-H 02 ||    49.64 |    48.93 |   -1%˄ ||    20.14 |    20.43 |   +1%˄ | (run time too short) |
 | TPC-H 03 ||  1320.45 |  1332.59 |   +1%  ||     0.76 |     0.75 |   -1%  |               0.4410 |
+| TPC-H 04 ||  1399.07 |  1330.07 |   -5%  ||     0.71 |     0.75 |   +5%  |               0.0006 |
 | TPC-H 05 ||  2217.48 |  2211.98 |   -0%  ||     0.45 |     0.45 |   +0%  |               0.7011 |
 | TPC-H 06 ||   159.77 |   154.79 |   -3%˄ ||     6.26 |     6.46 |   +3%˄ | (run time too short) |
 | TPC-H 07 ||   833.44 |   823.48 |   -1%˄ ||     1.20 |     1.21 |   +1%˄ | (run time too short) |
 | TPC-H 08 ||   515.98 |   525.45 |   +2%˄ ||     1.94 |     1.90 |   -2%˄ | (run time too short) |
 | TPC-H 09 ||  5097.73 |  5115.40 |   +0%  ||     0.20 |     0.20 |   -0%  |               0.5663 |
+| TPC-H 10 ||  1730.98 |  1277.14 |  -26%  ||     0.58 |     0.78 |  +36%  |               0.0000 |
 | TPC-H 11 ||    64.99 |    62.97 |   -3%˄ ||    15.39 |    15.88 |   +3%˄ | (run time too short) |
 | TPC-H 12 ||   927.89 |   932.86 |   +1%˄ ||     1.08 |     1.07 |   -1%˄ | (run time too short) |
 | TPC-H 13 ||  5048.13 |  4918.39 |   -3%  ||     0.20 |     0.20 |   +3%  |               0.0184 |
 | TPC-H 14 ||   414.49 |   413.34 |   -0%˄ ||     2.41 |     2.42 |   +0%˄ | (run time too short) |
+| TPC-H 15 ||   195.72 |   186.93 |   -4%˄ ||     5.11 |     5.35 |   +5%˄ | (run time too short) |
 | TPC-H 16 ||   551.87 |   553.78 |   +0%˄ ||     1.81 |     1.81 |   -0%˄ | (run time too short) |
 | TPC-H 17 ||   222.62 |   223.99 |   +1%˄ ||     4.49 |     4.46 |   -1%˄ | (run time too short) |
-| TPC-H 18 ||  1658.21 |  1858.42 |  +12%  ||     0.60 |     0.54 |  -11%  |               0.0000 |
 | TPC-H 19 ||   217.53 |   213.99 |   -2%˄ ||     4.60 |     4.67 |   +2%˄ | (run time too short) |
-| TPC-H 20 ||   491.05 |   556.23 |  +13%˄ ||     2.04 |     1.80 |  -12%˄ | (run time too short) |
-| TPC-H 21 ||  3794.57 |  3968.33 |   +5%  ||     0.26 |     0.25 |   -4%  |               0.0017 |
 | TPC-H 22 ||   440.06 |   434.99 |   -1%˄ ||     2.27 |     2.30 |   +1%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum      || 33851.37 | 33565.78 |   -1%  ||          |          |        |                      |
 | Geomean  ||          |          |        ||          |          |   +1%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview----+---------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_43b228e1bc09ffbd5956577684cb99d0e060df1c_st_s01.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st_s01.json |
 +--------------------------+---------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                        | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                        |
 |  benchmark_mode          | Ordered                                                                                                                               | Ordered                                                                                                                               |
 |  build_type              | release                                                                                                                               | release                                                                                                                               |
 |  chunk_indexes           | False                                                                                                                                 | False                                                                                                                                 |
 |  chunk_size              | 65535                                                                                                                                 | 65535                                                                                                                                 |
 |  clients                 | 1                                                                                                                                     | 1                                                                                                                                     |
 |  clustering              | None                                                                                                                                  | None                                                                                                                                  |
 |  compiler                | clang 15.0.7                                                                                                                          | clang 15.0.7                                                                                                                          |
 |  cores                   | 0                                                                                                                                     | 0                                                                                                                                     |
 |  data_preparation_cores  | 0                                                                                                                                     | 0                                                                                                                                     |
 |  date                    | 2024-05-05 23:24:47                                                                                                                   | 2024-05-06 03:03:59                                                                                                                   |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                                               | {'default': {'encoding': 'Dictionary'}}                                                                                               |
 |  max_duration            | 60000000000                                                                                                                           | 60000000000                                                                                                                           |
 |  max_runs                | 50                                                                                                                                    | 50                                                                                                                                    |
 |  scale_factor            | 0.009999999776482582                                                                                                                  | 0.009999999776482582                                                                                                                  |
 |  time_unit               | ns                                                                                                                                    | ns                                                                                                                                    |
 |  use_prepared_statements | False                                                                                                                                 | False                                                                                                                                 |
 |  using_scheduler         | False                                                                                                                                 | False                                                                                                                                 |
 |  verify                  | False                                                                                                                                 | False                                                                                                                                 |
 |  warmup_duration         | 1000000000                                                                                                                            | 1000000000                                                                                                                            |
 +--------------------------+---------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |     new |        ||      old |      new |        |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||     5.22 |    5.28 |   +1%˄ ||   191.40 |   189.29 |   -1%˄ | (run time too short) |
+| TPC-H 02 ||     4.32 |    3.85 |  -11%˄ ||   231.46 |   259.66 |  +12%˄ | (run time too short) |
 | TPC-H 03 ||     0.56 |    0.58 |   +3%˄ ||  1779.37 |  1725.93 |   -3%˄ | (run time too short) |
 | TPC-H 04 ||     0.43 |    0.44 |   +3%˄ ||  2346.09 |  2280.88 |   -3%˄ | (run time too short) |
 | TPC-H 05 ||     1.01 |    1.05 |   +4%˄ ||   989.06 |   946.77 |   -4%˄ | (run time too short) |
 | TPC-H 06 ||     0.18 |    0.18 |   +0%˄ ||  5594.45 |  5580.32 |   -0%˄ | (run time too short) |
 | TPC-H 07 ||    11.47 |   11.52 |   +0%˄ ||    87.18 |    86.80 |   -0%˄ | (run time too short) |
 | TPC-H 08 ||    16.12 |   16.53 |   +3%˄ ||    62.03 |    60.48 |   -2%˄ | (run time too short) |
-| TPC-H 09 ||     3.50 |    4.09 |  +17%˄ ||   285.21 |   244.37 |  -14%˄ | (run time too short) |
+| TPC-H 10 ||     0.78 |    0.66 |  -15%˄ ||  1285.22 |  1517.15 |  +18%˄ | (run time too short) |
 | TPC-H 11 ||     0.20 |    0.20 |   +1%˄ ||  4905.55 |  4847.90 |   -1%˄ | (run time too short) |
-| TPC-H 12 ||     0.59 |    0.62 |   +6%˄ ||  1693.97 |  1599.13 |   -6%˄ | (run time too short) |
 | TPC-H 13 ||     2.03 |    2.04 |   +0%˄ ||   491.24 |   489.77 |   -0%˄ | (run time too short) |
 | TPC-H 14 ||     0.33 |    0.33 |   +0%˄ ||  3040.16 |  3031.53 |   -0%˄ | (run time too short) |
 | TPC-H 15 ||     1.32 |    1.34 |   +1%˄ ||   756.22 |   745.95 |   -1%˄ | (run time too short) |
 | TPC-H 16 ||     2.30 |    2.31 |   +0%˄ ||   434.11 |   433.39 |   -0%˄ | (run time too short) |
+| TPC-H 17 ||     0.76 |    0.63 |  -18%˄ ||  1306.16 |  1585.53 |  +21%˄ | (run time too short) |
+| TPC-H 18 ||     1.21 |    1.16 |   -4%˄ ||   824.78 |   863.38 |   +5%˄ | (run time too short) |
 | TPC-H 19 ||     5.92 |    5.94 |   +0%˄ ||   168.85 |   168.36 |   -0%˄ | (run time too short) |
 | TPC-H 20 ||     2.79 |    2.78 |   -0%˄ ||   358.74 |   359.44 |   +0%˄ | (run time too short) |
 | TPC-H 21 ||     1.06 |    1.04 |   -2%˄ ||   937.86 |   955.74 |   +2%˄ | (run time too short) |
 | TPC-H 22 ||     1.19 |    1.20 |   +1%˄ ||   839.58 |   834.28 |   -1%˄ | (run time too short) |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum      ||    63.29 |   63.76 |   +1%  ||          |          |        |                      |
 | Geomean  ||          |         |        ||          |          |   +1%  |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                        |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 28 cores, SF 10.0

Sum of avg. item runtimes: -6% || Geometric mean of throughput changes: +5%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_ordered.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_ordered.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                            | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                            |
 |  benchmark_mode               | Ordered                                                                                                                                   | Ordered                                                                                                                                   |
 |  build_type                   | release                                                                                                                                   | release                                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                                     | False                                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                                     | 65535                                                                                                                                     |
 |  clients                      | 1                                                                                                                                         | 1                                                                                                                                         |
 |  clustering                   | None                                                                                                                                      | None                                                                                                                                      |
 |  compiler                     | clang 15.0.7                                                                                                                              | clang 15.0.7                                                                                                                              |
 |  cores                        | 28                                                                                                                                        | 28                                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                                         | 0                                                                                                                                         |
 |  date                         | 2024-05-05 23:25:12                                                                                                                       | 2024-05-06 03:04:24                                                                                                                       |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                   | {'default': {'encoding': 'Dictionary'}}                                                                                                   |
 |  max_duration                 | 60000000000                                                                                                                               | 60000000000                                                                                                                               |
 |  max_runs                     | 50                                                                                                                                        | 50                                                                                                                                        |
 |  scale_factor                 | 10.0                                                                                                                                      | 10.0                                                                                                                                      |
 |  time_unit                    | ns                                                                                                                                        | ns                                                                                                                                        |
 |  use_prepared_statements      | False                                                                                                                                     | False                                                                                                                                     |
 |  using_scheduler              | True                                                                                                                                      | True                                                                                                                                      |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                             | [0, 0, 0, 28]                                                                                                                             |
 |  verify                       | False                                                                                                                                     | False                                                                                                                                     |
 |  warmup_duration              | 1000000000                                                                                                                                | 1000000000                                                                                                                                |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||  4641.16 |  4598.50 |   -1%  ||     0.22 |     0.22 |   +1%  |               0.1638 |
+| TPC-H 02 ||    66.14 |    61.10 |   -8%˄ ||    15.08 |    16.32 |   +8%˄ | (run time too short) |
 | TPC-H 03 ||   593.65 |   588.18 |   -1%˄ ||     1.68 |     1.70 |   +1%˄ | (run time too short) |
 | TPC-H 04 ||   514.51 |   517.18 |   +1%˄ ||     1.94 |     1.93 |   -1%˄ | (run time too short) |
 | TPC-H 05 ||   521.35 |   507.68 |   -3%˄ ||     1.92 |     1.97 |   +3%˄ | (run time too short) |
 | TPC-H 06 ||    61.40 |    60.99 |   -1%˄ ||    16.24 |    16.35 |   +1%˄ | (run time too short) |
 | TPC-H 07 ||   271.45 |   269.59 |   -1%˄ ||     3.68 |     3.71 |   +1%˄ | (run time too short) |
 | TPC-H 08 ||   252.26 |   249.80 |   -1%˄ ||     3.96 |     4.00 |   +1%˄ | (run time too short) |
 | TPC-H 09 ||  1681.85 |  1650.72 |   -2%  ||     0.59 |     0.61 |   +2%  |               0.0146 |
+| TPC-H 10 ||   996.83 |   538.83 |  -46%˄ ||     1.00 |     1.86 |  +85%˄ | (run time too short) |
-| TPC-H 11 ||    59.15 |    63.53 |   +7%˄ ||    16.86 |    15.71 |   -7%˄ | (run time too short) |
 | TPC-H 12 ||   454.82 |   451.58 |   -1%˄ ||     2.20 |     2.21 |   +1%˄ | (run time too short) |
 | TPC-H 13 ||  2294.99 |  2198.25 |   -4%  ||     0.44 |     0.45 |   +4%  |               0.0000 |
 | TPC-H 14 ||   145.38 |   144.16 |   -1%˄ ||     6.87 |     6.93 |   +1%˄ | (run time too short) |
 | TPC-H 15 ||   146.55 |   141.74 |   -3%˄ ||     6.82 |     7.05 |   +3%˄ | (run time too short) |
 | TPC-H 16 ||   628.02 |   621.81 |   -1%˄ ||     1.59 |     1.61 |   +1%˄ | (run time too short) |
 | TPC-H 17 ||    77.15 |    77.33 |   +0%˄ ||    12.94 |    12.90 |   -0%˄ | (run time too short) |
+| TPC-H 18 ||  2570.65 |  2168.44 |  -16%  ||     0.39 |     0.46 |  +19%  |               0.0000 |
+| TPC-H 19 ||   131.82 |   124.58 |   -5%˄ ||     7.58 |     8.02 |   +6%˄ | (run time too short) |
 | TPC-H 20 ||   203.41 |   203.52 |   +0%˄ ||     4.91 |     4.91 |   -0%˄ | (run time too short) |
 | TPC-H 21 ||   862.13 |   866.75 |   +1%˄ ||     1.16 |     1.15 |   -1%˄ | (run time too short) |
 | TPC-H 22 ||   143.25 |   147.60 |   +3%˄ ||     6.97 |     6.77 |   -3%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 17317.92 | 16251.86 |   -6%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +5%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 28 clients, 28 cores, SF 10.0

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                    | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                    |
 |  benchmark_mode               | Shuffled                                                                                                                          | Shuffled                                                                                                                          |
 |  build_type                   | release                                                                                                                           | release                                                                                                                           |
 |  chunk_indexes                | False                                                                                                                             | False                                                                                                                             |
 |  chunk_size                   | 65535                                                                                                                             | 65535                                                                                                                             |
 |  clients                      | 28                                                                                                                                | 28                                                                                                                                |
 |  clustering                   | None                                                                                                                              | None                                                                                                                              |
 |  compiler                     | clang 15.0.7                                                                                                                      | clang 15.0.7                                                                                                                      |
 |  cores                        | 28                                                                                                                                | 28                                                                                                                                |
 |  data_preparation_cores       | 0                                                                                                                                 | 0                                                                                                                                 |
 |  date                         | 2024-05-05 23:37:03                                                                                                               | 2024-05-06 03:15:50                                                                                                               |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                                           |
 |  max_duration                 | 1200000000000                                                                                                                     | 1200000000000                                                                                                                     |
 |  max_runs                     | -1                                                                                                                                | -1                                                                                                                                |
 |  scale_factor                 | 10.0                                                                                                                              | 10.0                                                                                                                              |
 |  time_unit                    | ns                                                                                                                                | ns                                                                                                                                |
 |  use_prepared_statements      | False                                                                                                                             | False                                                                                                                             |
 |  using_scheduler              | True                                                                                                                              | True                                                                                                                              |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                     | [0, 0, 0, 28]                                                                                                                     |
 |  verify                       | False                                                                                                                             | False                                                                                                                             |
 |  warmup_duration              | 0                                                                                                                                 | 0                                                                                                                                 |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |          ||      old |      new |        ||      old |      new |        |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | TPC-H 01 ||  6050.40 |  6013.76 |   -1%  ||     0.58 |     0.58 |   +2%  |  0.6628 |
 | TPC-H 02 ||   348.73 |   357.92 |   +3%  ||     0.58 |     0.59 |   +2%  |  0.8886 |
+| TPC-H 03 ||  2329.40 |  2068.79 |  -11%  ||     0.58 |     0.58 |   +2%  |  0.0704 |
 | TPC-H 04 ||  1920.64 |  1981.10 |   +3%  ||     0.58 |     0.59 |   +1%  |  0.6729 |
 | TPC-H 05 ||  3164.51 |  3192.20 |   +1%  ||     0.58 |     0.59 |   +2%  |  0.8936 |
+| TPC-H 06 ||   651.69 |   614.51 |   -6%  ||     0.58 |     0.59 |   +2%  |  0.6667 |
 | TPC-H 07 ||  2538.50 |  2612.20 |   +3%  ||     0.58 |     0.58 |   +1%  |  0.6679 |
-| TPC-H 08 ||  1660.99 |  1987.32 |  +20%  ||     0.58 |     0.59 |   +2%  |  0.0272 |
 | TPC-H 09 ||  4629.78 |  4558.91 |   -2%  ||     0.57 |     0.58 |   +2%  |  0.6865 |
+| TPC-H 10 ||  3285.06 |  2485.86 |  -24%  ||     0.58 |     0.58 |   +2%  |  0.0000 |
-| TPC-H 11 ||   325.71 |   380.74 |  +17%  ||     0.58 |     0.59 |   +1%  |  0.2826 |
+| TPC-H 12 ||  2036.60 |  1925.33 |   -5%  ||     0.58 |     0.59 |   +1%  |  0.3939 |
 | TPC-H 13 ||  4754.28 |  4894.79 |   +3%  ||     0.58 |     0.58 |   +1%  |  0.3010 |
-| TPC-H 14 ||   745.95 |   861.27 |  +15%  ||     0.58 |     0.59 |   +2%  |  0.1479 |
 | TPC-H 15 ||   556.05 |   571.09 |   +3%  ||     0.58 |     0.59 |   +2%  |  0.8124 |
 | TPC-H 16 ||  1672.99 |  1699.92 |   +2%  ||     0.58 |     0.59 |   +2%  |  0.8083 |
 | TPC-H 17 ||   661.52 |   645.65 |   -2%  ||     0.58 |     0.59 |   +2%  |  0.8509 |
+| TPC-H 18 ||  3442.09 |  3249.03 |   -6%  ||     0.58 |     0.58 |   +2%  |  0.0270 |
+| TPC-H 19 ||   953.50 |   885.17 |   -7%  ||     0.58 |     0.59 |   +2%  |  0.5098 |
 | TPC-H 20 ||  1512.70 |  1523.03 |   +1%  ||     0.58 |     0.58 |   +1%  |  0.9369 |
 | TPC-H 21 ||  4091.52 |  4090.75 |   -0%  ||     0.58 |     0.58 |   +2%  |  0.9969 |
 | TPC-H 22 ||   922.30 |   936.45 |   +2%  ||     0.58 |     0.59 |   +2%  |  0.8981 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Sum      || 48254.91 | 47535.79 |   -1%  ||          |          |        |         |
 | Geomean  ||          |          |        ||          |          |   +2%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: +6% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +-------------------------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                     | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                     |
 |  benchmark_mode         | Ordered                                                                                                                            | Ordered                                                                                                                            |
 |  build_type             | release                                                                                                                            | release                                                                                                                            |
 |  chunk_indexes          | False                                                                                                                              | False                                                                                                                              |
 |  chunk_size             | 65535                                                                                                                              | 65535                                                                                                                              |
 |  clients                | 1                                                                                                                                  | 1                                                                                                                                  |
 |  compiler               | clang 15.0.7                                                                                                                       | clang 15.0.7                                                                                                                       |
 |  cores                  | 0                                                                                                                                  | 0                                                                                                                                  |
 |  data_preparation_cores | 0                                                                                                                                  | 0                                                                                                                                  |
 |  date                   | 2024-05-05 23:58:41                                                                                                                | 2024-05-06 03:37:30                                                                                                                |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                                            |
 |  max_duration           | 60000000000                                                                                                                        | 60000000000                                                                                                                        |
 |  max_runs               | 50                                                                                                                                 | 50                                                                                                                                 |
 |  time_unit              | ns                                                                                                                                 | ns                                                                                                                                 |
 |  using_scheduler        | False                                                                                                                              | False                                                                                                                              |
 |  verify                 | False                                                                                                                              | False                                                                                                                              |
 |  warmup_duration        | 1000000000                                                                                                                         | 1000000000                                                                                                                         |
 +-------------------------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 01      ||   235.54 |   245.37 |   +4%˄ ||     4.25 |     4.08 |   -4%˄ | (run time too short) |
 | 03      ||    80.92 |    80.37 |   -1%˄ ||    12.36 |    12.44 |   +1%˄ | (run time too short) |
 | 06      ||   198.51 |   198.06 |   -0%˄ ||     5.04 |     5.05 |   +0%˄ | (run time too short) |
 | 07      ||   318.12 |   323.51 |   +2%˄ ||     3.14 |     3.09 |   -2%˄ | (run time too short) |
 | 09      ||   683.46 |   681.75 |   -0%˄ ||     1.46 |     1.47 |   +0%˄ | (run time too short) |
 | 10      ||   173.02 |   168.37 |   -3%˄ ||     5.78 |     5.94 |   +3%˄ | (run time too short) |
 | 13      ||   531.99 |   516.72 |   -3%˄ ||     1.88 |     1.94 |   +3%˄ | (run time too short) |
 | 15      ||   113.99 |   114.52 |   +0%˄ ||     8.77 |     8.73 |   -0%˄ | (run time too short) |
 | 16      ||    82.76 |    82.17 |   -1%˄ ||    12.08 |    12.17 |   +1%˄ | (run time too short) |
 | 17      ||   342.89 |   339.55 |   -1%˄ ||     2.92 |     2.94 |   +1%˄ | (run time too short) |
 | 19      ||   120.23 |   120.09 |   -0%˄ ||     8.32 |     8.33 |   +0%˄ | (run time too short) |
 | 25      ||   198.39 |   197.27 |   -1%˄ ||     5.04 |     5.07 |   +1%˄ | (run time too short) |
 | 26      ||   146.14 |   143.65 |   -2%˄ ||     6.84 |     6.96 |   +2%˄ | (run time too short) |
 | 28      ||   595.66 |   601.26 |   +1%˄ ||     1.68 |     1.66 |   -1%˄ | (run time too short) |
 | 29      ||   492.14 |   502.30 |   +2%˄ ||     2.03 |     1.99 |   -2%˄ | (run time too short) |
 | 31      ||  1350.73 |  1355.55 |   +0%  ||     0.74 |     0.74 |   -0%  |               0.1508 |
 | 32      ||    41.39 |    42.07 |   +2%˄ ||    24.16 |    23.77 |   -2%˄ | (run time too short) |
 | 34      ||   178.68 |   180.43 |   +1%˄ ||     5.60 |     5.54 |   -1%˄ | (run time too short) |
 | 35      ||   639.57 |   639.00 |   -0%˄ ||     1.56 |     1.56 |   +0%˄ | (run time too short) |
 | 37      ||   539.05 |   561.38 |   +4%˄ ||     1.86 |     1.78 |   -4%˄ | (run time too short) |
 | 39a     ||  1778.41 |  1728.31 |   -3%  ||     0.56 |     0.58 |   +3%  |               0.0000 |
 | 39b     ||  1782.31 |  1732.82 |   -3%  ||     0.56 |     0.58 |   +3%  |               0.0000 |
-| 41      ||   281.73 |   295.00 |   +5%˄ ||     3.55 |     3.39 |   -4%˄ | (run time too short) |
 | 42      ||   101.87 |   103.55 |   +2%˄ ||     9.82 |     9.66 |   -2%˄ | (run time too short) |
 | 43      ||   992.09 |   980.48 |   -1%˄ ||     1.01 |     1.02 |   +1%˄ | (run time too short) |
 | 45      ||   120.23 |   120.30 |   +0%˄ ||     8.32 |     8.31 |   -0%˄ | (run time too short) |
 | 48      ||  1043.64 |  1033.68 |   -1%˄ ||     0.96 |     0.97 |   +1%˄ | (run time too short) |
 | 50      ||   136.86 |   136.12 |   -1%˄ ||     7.31 |     7.35 |   +1%˄ | (run time too short) |
 | 52      ||   100.28 |    98.42 |   -2%˄ ||     9.97 |    10.16 |   +2%˄ | (run time too short) |
 | 55      ||    96.78 |    95.52 |   -1%˄ ||    10.33 |    10.47 |   +1%˄ | (run time too short) |
 | 62      ||   543.94 |   561.81 |   +3%˄ ||     1.84 |     1.78 |   -3%˄ | (run time too short) |
-| 65      ||  1651.14 |  1778.92 |   +8%  ||     0.61 |     0.56 |   -7%  |               0.0000 |
 | 69      ||   174.91 |   171.91 |   -2%˄ ||     5.72 |     5.82 |   +2%˄ | (run time too short) |
 | 73      ||    98.77 |    95.37 |   -3%˄ ||    10.12 |    10.48 |   +4%˄ | (run time too short) |
 | 79      ||   489.85 |   488.46 |   -0%˄ ||     2.04 |     2.05 |   +0%˄ | (run time too short) |
 | 81      ||   152.34 |   152.49 |   +0%˄ ||     6.56 |     6.56 |   -0%˄ | (run time too short) |
 | 82      ||   628.15 |   619.75 |   -1%˄ ||     1.59 |     1.61 |   +1%˄ | (run time too short) |
+| 83      ||    37.70 |    35.89 |   -5%˄ ||    26.52 |    27.86 |   +5%˄ | (run time too short) |
 | 84      ||    13.16 |    13.18 |   +0%˄ ||    75.99 |    75.89 |   -0%˄ | (run time too short) |
 | 85      ||   157.67 |   157.80 |   +0%˄ ||     6.34 |     6.34 |   -0%˄ | (run time too short) |
 | 88      ||   783.94 |   776.46 |   -1%˄ ||     1.28 |     1.29 |   +1%˄ | (run time too short) |
 | 91      ||    14.80 |    14.42 |   -3%˄ ||    67.58 |    69.34 |   +3%˄ | (run time too short) |
 | 92      ||    29.92 |    30.14 |   +1%˄ ||    33.42 |    33.18 |   -1%˄ | (run time too short) |
 | 93      ||  3847.05 |  3790.97 |   -1%  ||     0.26 |     0.26 |   +1%  |               0.0000 |
 | 94      ||    47.52 |    47.10 |   -1%˄ ||    21.04 |    21.23 |   +1%˄ | (run time too short) |
 | 95      ||  4832.40 |  5043.25 |   +4%  ||     0.21 |     0.20 |   -4%  |               0.1194 |
 | 96      ||    81.44 |    79.49 |   -2%˄ ||    12.28 |    12.58 |   +2%˄ | (run time too short) |
-| 97      ||  2759.20 |  4272.43 |  +55%  ||     0.36 |     0.23 |  -35%  |               0.0000 |
 | 99      ||  1042.00 |  1067.61 |   +2%˄ ||     0.96 |     0.94 |   -2%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
-| Sum     || 30883.26 | 32615.05 |   +6%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   -1%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, ordered, 1 client, 28 cores

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_ordered.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_ordered.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                             | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                             |
 |  benchmark_mode               | Ordered                                                                                                                                    | Ordered                                                                                                                                    |
 |  build_type                   | release                                                                                                                                    | release                                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                                      | False                                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                                      | 65535                                                                                                                                      |
 |  clients                      | 1                                                                                                                                          | 1                                                                                                                                          |
 |  compiler                     | clang 15.0.7                                                                                                                               | clang 15.0.7                                                                                                                               |
 |  cores                        | 28                                                                                                                                         | 28                                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                                          | 0                                                                                                                                          |
 |  date                         | 2024-05-06 00:18:01                                                                                                                        | 2024-05-06 03:56:53                                                                                                                        |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                                                    |
 |  max_duration                 | 60000000000                                                                                                                                | 60000000000                                                                                                                                |
 |  max_runs                     | 50                                                                                                                                         | 50                                                                                                                                         |
 |  time_unit                    | ns                                                                                                                                         | ns                                                                                                                                         |
 |  using_scheduler              | True                                                                                                                                       | True                                                                                                                                       |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                              | [0, 0, 0, 28]                                                                                                                              |
 |  verify                       | False                                                                                                                                      | False                                                                                                                                      |
 |  warmup_duration              | 1000000000                                                                                                                                 | 1000000000                                                                                                                                 |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
-| 01      ||   210.37 |   228.83 |   +9%˄ ||     4.75 |     4.37 |   -8%˄ | (run time too short) |
 | 03      ||    39.64 |    40.64 |   +3%˄ ||    25.13 |    24.50 |   -3%˄ | (run time too short) |
 | 06      ||   194.94 |   194.38 |   -0%˄ ||     5.13 |     5.14 |   +0%˄ | (run time too short) |
 | 07      ||   175.01 |   178.33 |   +2%˄ ||     5.71 |     5.60 |   -2%˄ | (run time too short) |
 | 09      ||   100.57 |   101.06 |   +0%˄ ||     9.93 |     9.88 |   -0%˄ | (run time too short) |
 | 10      ||    48.68 |    48.65 |   -0%˄ ||    20.50 |    20.51 |   +0%˄ | (run time too short) |
 | 13      ||   258.25 |   257.97 |   -0%˄ ||     3.87 |     3.87 |   +0%˄ | (run time too short) |
 | 15      ||    69.91 |    69.64 |   -0%˄ ||    14.27 |    14.32 |   +0%˄ | (run time too short) |
 | 16      ||    44.34 |    44.88 |   +1%˄ ||    22.50 |    22.24 |   -1%˄ | (run time too short) |
 | 17      ||   149.56 |   147.98 |   -1%˄ ||     6.68 |     6.75 |   +1%˄ | (run time too short) |
 | 19      ||    71.26 |    71.36 |   +0%˄ ||    14.00 |    13.99 |   -0%˄ | (run time too short) |
 | 25      ||   113.14 |   113.53 |   +0%˄ ||     8.83 |     8.80 |   -0%˄ | (run time too short) |
 | 26      ||    93.27 |    94.30 |   +1%˄ ||    10.70 |    10.59 |   -1%˄ | (run time too short) |
 | 28      ||    89.42 |    91.39 |   +2%˄ ||    11.17 |    10.93 |   -2%˄ | (run time too short) |
 | 29      ||   400.67 |   398.43 |   -1%˄ ||     2.50 |     2.51 |   +1%˄ | (run time too short) |
 | 31      ||   460.83 |   461.63 |   +0%˄ ||     2.17 |     2.17 |   -0%˄ | (run time too short) |
 | 32      ||    38.50 |    37.23 |   -3%˄ ||    25.87 |    26.76 |   +3%˄ | (run time too short) |
 | 34      ||    98.55 |    94.50 |   -4%˄ ||    10.13 |    10.57 |   +4%˄ | (run time too short) |
 | 35      ||   375.20 |   370.40 |   -1%˄ ||     2.66 |     2.70 |   +1%˄ | (run time too short) |
 | 37      ||   157.30 |   156.38 |   -1%˄ ||     6.35 |     6.39 |   +1%˄ | (run time too short) |
+| 39a     ||   828.14 |   773.93 |   -7%˄ ||     1.21 |     1.29 |   +7%˄ | (run time too short) |
+| 39b     ||   761.97 |   722.54 |   -5%˄ ||     1.31 |     1.38 |   +5%˄ | (run time too short) |
-| 41      ||   336.86 |   361.00 |   +7%˄ ||     2.97 |     2.77 |   -7%˄ | (run time too short) |
 | 42      ||    57.25 |    57.08 |   -0%˄ ||    17.42 |    17.47 |   +0%˄ | (run time too short) |
 | 43      ||   427.25 |   429.19 |   +0%˄ ||     2.34 |     2.33 |   -0%˄ | (run time too short) |
 | 45      ||    56.34 |    56.48 |   +0%˄ ||    17.71 |    17.66 |   -0%˄ | (run time too short) |
 | 48      ||   441.60 |   446.02 |   +1%˄ ||     2.26 |     2.24 |   -1%˄ | (run time too short) |
 | 50      ||   105.66 |   105.37 |   -0%˄ ||     9.45 |     9.47 |   +0%˄ | (run time too short) |
 | 52      ||    58.42 |    58.40 |   -0%˄ ||    17.07 |    17.08 |   +0%˄ | (run time too short) |
 | 55      ||    53.11 |    54.27 |   +2%˄ ||    18.77 |    18.37 |   -2%˄ | (run time too short) |
 | 62      ||   308.03 |   311.78 |   +1%˄ ||     3.24 |     3.21 |   -1%˄ | (run time too short) |
+| 65      ||  1722.86 |  1478.03 |  -14%  ||     0.58 |     0.68 |  +17%  |               0.0000 |
 | 69      ||    77.38 |    77.24 |   -0%˄ ||    12.90 |    12.92 |   +0%˄ | (run time too short) |
 | 73      ||    63.02 |    61.11 |   -3%˄ ||    15.84 |    16.33 |   +3%˄ | (run time too short) |
 | 79      ||   435.71 |   430.70 |   -1%˄ ||     2.29 |     2.32 |   +1%˄ | (run time too short) |
 | 81      ||   190.35 |   191.78 |   +1%˄ ||     5.25 |     5.21 |   -1%˄ | (run time too short) |
 | 82      ||   188.07 |   191.03 |   +2%˄ ||     5.31 |     5.23 |   -2%˄ | (run time too short) |
 | 83      ||    45.65 |    46.43 |   +2%˄ ||    21.83 |    21.47 |   -2%˄ | (run time too short) |
 | 84      ||    16.10 |    16.65 |   +3%˄ ||    61.64 |    59.47 |   -4%˄ | (run time too short) |
 | 85      ||    63.91 |    64.77 |   +1%˄ ||    15.61 |    15.40 |   -1%˄ | (run time too short) |
 | 88      ||    79.54 |    82.91 |   +4%˄ ||    12.56 |    12.05 |   -4%˄ | (run time too short) |
-| 91      ||    19.44 |    20.49 |   +5%˄ ||    51.16 |    48.49 |   -5%˄ | (run time too short) |
 | 92      ||    35.94 |    37.33 |   +4%˄ ||    27.73 |    26.68 |   -4%˄ | (run time too short) |
 | 93      ||   631.43 |   623.35 |   -1%˄ ||     1.58 |     1.60 |   +1%˄ | (run time too short) |
+| 94      ||    43.18 |    41.32 |   -4%˄ ||    23.08 |    24.12 |   +5%˄ | (run time too short) |
 | 95      ||   656.07 |   654.57 |   -0%˄ ||     1.52 |     1.53 |   +0%˄ | (run time too short) |
 | 96      ||    54.52 |    53.25 |   -2%˄ ||    18.31 |    18.75 |   +2%˄ | (run time too short) |
+| 97      ||  1682.20 |  1502.70 |  -11%  ||     0.59 |     0.67 |  +12%  |               0.0000 |
 | 99      ||   597.86 |   599.61 |   +0%˄ ||     1.67 |     1.67 |   -0%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 13227.27 | 12750.85 |   -4%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +0%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 28 clients, 28 cores

Sum of avg. item runtimes: +3% || Geometric mean of throughput changes: -3%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                     | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                     |
 |  benchmark_mode               | Shuffled                                                                                                                           | Shuffled                                                                                                                           |
 |  build_type                   | release                                                                                                                            | release                                                                                                                            |
 |  chunk_indexes                | False                                                                                                                              | False                                                                                                                              |
 |  chunk_size                   | 65535                                                                                                                              | 65535                                                                                                                              |
 |  clients                      | 28                                                                                                                                 | 28                                                                                                                                 |
 |  compiler                     | clang 15.0.7                                                                                                                       | clang 15.0.7                                                                                                                       |
 |  cores                        | 28                                                                                                                                 | 28                                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                                  | 0                                                                                                                                  |
 |  date                         | 2024-05-06 00:29:57                                                                                                                | 2024-05-06 04:08:45                                                                                                                |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                                            |
 |  max_duration                 | 1200000000000                                                                                                                      | 1200000000000                                                                                                                      |
 |  max_runs                     | -1                                                                                                                                 | -1                                                                                                                                 |
 |  time_unit                    | ns                                                                                                                                 | ns                                                                                                                                 |
 |  using_scheduler              | True                                                                                                                               | True                                                                                                                               |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                      | [0, 0, 0, 28]                                                                                                                      |
 |  verify                       | False                                                                                                                              | False                                                                                                                              |
 |  warmup_duration              | 0                                                                                                                                  | 0                                                                                                                                  |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
-| 01      ||   584.81 |   648.45 |  +11%  ||     0.58 |     0.57 |   -3%  |  0.2713 |
-| 03      ||   225.94 |   296.51 |  +31%  ||     0.59 |     0.57 |   -3%  |  0.0608 |
 | 06      ||   719.51 |   749.53 |   +4%  ||     0.58 |     0.57 |   -3%  |  0.6372 |
-| 07      ||   778.38 |   818.67 |   +5%  ||     0.58 |     0.57 |   -3%  |  0.5185 |
 | 09      ||   645.69 |   634.89 |   -2%  ||     0.59 |     0.57 |   -3%  |  0.8445 |
-| 10      ||   590.07 |   663.18 |  +12%  ||     0.58 |     0.57 |   -3%  |  0.2425 |
+| 13      ||  1487.21 |  1344.15 |  -10%  ||     0.58 |     0.57 |   -3%  |  0.0967 |
 | 15      ||   386.73 |   372.44 |   -4%  ||     0.59 |     0.57 |   -3%  |  0.7347 |
+| 16      ||   400.71 |   362.07 |  -10%  ||     0.58 |     0.57 |   -3%  |  0.3637 |
-| 17      ||   967.33 |  1058.45 |   +9%  ||     0.58 |     0.57 |   -3%  |  0.2393 |
+| 19      ||   608.50 |   532.14 |  -13%  ||     0.58 |     0.57 |   -3%  |  0.1918 |
 | 25      ||   821.81 |   841.11 |   +2%  ||     0.58 |     0.57 |   -3%  |  0.7746 |
 | 26      ||   426.18 |   407.00 |   -4%  ||     0.58 |     0.57 |   -3%  |  0.6734 |
-| 28      ||  1116.10 |  1197.30 |   +7%  ||     0.58 |     0.57 |   -3%  |  0.3716 |
-| 29      ||  1258.32 |  1363.73 |   +8%  ||     0.58 |     0.57 |   -3%  |  0.2046 |
 | 31      ||  1998.58 |  2013.25 |   +1%  ||     0.59 |     0.57 |   -3%  |  0.8886 |
+| 32      ||   194.06 |   171.64 |  -12%  ||     0.58 |     0.57 |   -3%  |  0.4719 |
+| 34      ||   714.62 |   638.48 |  -11%  ||     0.58 |     0.57 |   -3%  |  0.2217 |
 | 35      ||  1608.52 |  1591.21 |   -1%  ||     0.59 |     0.57 |   -3%  |  0.8367 |
-| 37      ||   691.13 |   768.33 |  +11%  ||     0.58 |     0.57 |   -3%  |  0.1400 |
-| 39a     ||  2055.17 |  2187.26 |   +6%  ||     0.58 |     0.57 |   -3%  |  0.1088 |
-| 39b     ||  2066.44 |  2175.64 |   +5%  ||     0.58 |     0.57 |   -3%  |  0.1755 |
-| 41      ||  1566.47 |  1895.97 |  +21%  ||     0.58 |     0.57 |   -3%  |  0.0005 |
-| 42      ||   350.64 |   405.44 |  +16%  ||     0.59 |     0.57 |   -3%  |  0.1628 |
-| 43      ||  1362.74 |  1459.53 |   +7%  ||     0.58 |     0.57 |   -3%  |  0.1985 |
-| 45      ||   586.50 |   621.30 |   +6%  ||     0.58 |     0.57 |   -3%  |  0.5623 |
 | 48      ||  2011.96 |  2089.34 |   +4%  ||     0.58 |     0.57 |   -3%  |  0.4649 |
+| 50      ||   891.67 |   842.28 |   -6%  ||     0.58 |     0.57 |   -3%  |  0.4887 |
+| 52      ||   430.09 |   391.00 |   -9%  ||     0.58 |     0.57 |   -3%  |  0.3795 |
-| 55      ||   334.54 |   381.13 |  +14%  ||     0.58 |     0.57 |   -3%  |  0.2423 |
-| 62      ||   785.76 |   916.39 |  +17%  ||     0.58 |     0.57 |   -3%  |  0.0059 |
 | 65      ||  3178.25 |  3093.83 |   -3%  ||     0.58 |     0.57 |   -3%  |  0.0989 |
-| 69      ||   714.92 |   898.08 |  +26%  ||     0.58 |     0.57 |   -3%  |  0.0117 |
+| 73      ||   482.27 |   459.42 |   -5%  ||     0.58 |     0.57 |   -3%  |  0.6717 |
 | 79      ||  1228.11 |  1228.73 |   +0%  ||     0.59 |     0.57 |   -3%  |  0.9921 |
-| 81      ||   457.71 |   542.28 |  +18%  ||     0.58 |     0.57 |   -3%  |  0.0610 |
 | 82      ||   848.17 |   850.48 |   +0%  ||     0.58 |     0.57 |   -3%  |  0.9710 |
-| 83      ||   255.71 |   305.87 |  +20%  ||     0.59 |     0.57 |   -3%  |  0.1797 |
-| 84      ||    96.28 |   120.01 |  +25%  ||     0.59 |     0.57 |   -3%  |  0.2503 |
 | 85      ||   756.52 |   750.90 |   -1%  ||     0.58 |     0.57 |   -3%  |  0.9438 |
 | 88      ||  1837.70 |  1877.88 |   +2%  ||     0.58 |     0.57 |   -3%  |  0.7228 |
-| 91      ||   180.07 |   190.37 |   +6%  ||     0.58 |     0.57 |   -3%  |  0.7500 |
-| 92      ||   238.62 |   251.33 |   +5%  ||     0.58 |     0.57 |   -3%  |  0.7133 |
 | 93      ||  1665.36 |  1602.67 |   -4%  ||     0.58 |     0.57 |   -3%  |  0.3806 |
-| 94      ||   335.83 |   359.66 |   +7%  ||     0.58 |     0.57 |   -3%  |  0.5945 |
 | 95      ||  1833.48 |  1807.25 |   -1%  ||     0.58 |     0.57 |   -3%  |  0.7471 |
+| 96      ||   421.38 |   303.49 |  -28%  ||     0.59 |     0.57 |   -3%  |  0.0100 |
 | 97      ||  3370.84 |  3463.70 |   +3%  ||     0.58 |     0.57 |   -3%  |  0.2895 |
 | 99      ||  1179.40 |  1197.26 |   +2%  ||     0.58 |     0.57 |   -3%  |  0.7445 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 47746.79 | 49141.05 |   +3%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   -3%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                    | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                    |
 |  benchmark_mode         | Shuffled                                                                                                                          | Shuffled                                                                                                                          |
 |  build_type             | release                                                                                                                           | release                                                                                                                           |
 |  chunk_indexes          | False                                                                                                                             | False                                                                                                                             |
 |  chunk_size             | 65535                                                                                                                             | 65535                                                                                                                             |
 |  clients                | 1                                                                                                                                 | 1                                                                                                                                 |
 |  compiler               | clang 15.0.7                                                                                                                      | clang 15.0.7                                                                                                                      |
 |  cores                  | 0                                                                                                                                 | 0                                                                                                                                 |
 |  data_preparation_cores | 0                                                                                                                                 | 0                                                                                                                                 |
 |  date                   | 2024-05-06 00:50:20                                                                                                               | 2024-05-06 04:29:07                                                                                                               |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                                           |
 |  max_duration           | 60000000000                                                                                                                       | 60000000000                                                                                                                       |
 |  max_runs               | -1                                                                                                                                | -1                                                                                                                                |
 |  scale_factor           | 10                                                                                                                                | 10                                                                                                                                |
 |  time_unit              | ns                                                                                                                                | ns                                                                                                                                |
 |  using_scheduler        | False                                                                                                                             | False                                                                                                                             |
 |  verify                 | False                                                                                                                             | False                                                                                                                             |
 |  warmup_duration        | 0                                                                                                                                 | 0                                                                                                                                 |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |              ||      old |     new |        ||      old |      new |        |                      |
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Delivery     ||    57.42 |   57.11 |   -1%  ||     1.78 |     2.10 |  +18%  |               0.2594 |
 | New-Order    ||    42.14 |   41.34 |   -2%  ||    17.91 |    18.13 |   +1%  |               0.1415 |
-| Order-Status ||     1.90 |    1.90 |   -0%  ||     1.70 |     1.50 |  -12%  | (run time too short) |
-| Payment      ||     7.27 |    7.25 |   -0%  ||    18.35 |    16.78 |   -9%  |               0.6491 |
 | Stock-Level  ||     3.46 |    3.40 |   -2%  ||     1.53 |     1.58 |   +3%  | (run time too short) |
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum          ||   112.19 |  110.99 |   -1%  ||          |          |        |                      |
 | Geomean      ||          |         |        ||          |          |   -0%  |                      |
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 28 clients, 10 warehouses, 28 cores (high contention)

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_highcont.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_highcont.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                             | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                             |
 |  benchmark_mode               | Shuffled                                                                                                                                   | Shuffled                                                                                                                                   |
 |  build_type                   | release                                                                                                                                    | release                                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                                      | False                                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                                      | 65535                                                                                                                                      |
 |  clients                      | 28                                                                                                                                         | 28                                                                                                                                         |
 |  compiler                     | clang 15.0.7                                                                                                                               | clang 15.0.7                                                                                                                               |
 |  cores                        | 28                                                                                                                                         | 28                                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                                          | 0                                                                                                                                          |
 |  date                         | 2024-05-06 00:51:27                                                                                                                        | 2024-05-06 04:30:14                                                                                                                        |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                                                    |
 |  max_duration                 | 600000000000                                                                                                                               | 600000000000                                                                                                                               |
 |  max_runs                     | -1                                                                                                                                         | -1                                                                                                                                         |
 |  scale_factor                 | 10                                                                                                                                         | 10                                                                                                                                         |
 |  time_unit                    | ns                                                                                                                                         | ns                                                                                                                                         |
 |  using_scheduler              | True                                                                                                                                       | True                                                                                                                                       |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                              | [0, 0, 0, 28]                                                                                                                              |
 |  verify                       | False                                                                                                                                      | False                                                                                                                                      |
 |  warmup_duration              | 0                                                                                                                                          | 0                                                                                                                                          |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||   125.54 |  123.22 |   -2%  ||    23.38 |    23.71 |   +1%  |  0.0002 |
 |    unsucc.:  ||     2.10 |    1.55 |  -26%  ||     9.03 |     9.41 |   +4%  |         |
 | New-Order    ||    75.35 |   74.32 |   -1%  ||   274.65 |   278.25 |   +1%  |  0.0000 |
 |    unsucc.:  ||     6.42 |    6.47 |   +1%  ||    90.43 |    93.19 |   +3%  |         |
 | Order-Status ||     6.19 |    6.07 |   -2%  ||    32.45 |    33.01 |   +2%  |  0.3980 |
 | Payment      ||    14.20 |   14.02 |   -1%  ||   194.86 |   198.65 |   +2%  |  0.0015 |
 |    unsucc.:  ||     2.92 |    2.83 |   -3%  ||   153.14 |   156.72 |   +2%  |         |
 | Stock-Level  ||    10.15 |    9.89 |   -3%  ||    32.87 |    33.06 |   +1%  |  0.2191 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   231.42 |  227.53 |   -2%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +1%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 10 clients, 10 warehouses, 28 cores (low contention)

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_lowcont.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_lowcont.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                            | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                            |
 |  benchmark_mode               | Shuffled                                                                                                                                  | Shuffled                                                                                                                                  |
 |  build_type                   | release                                                                                                                                   | release                                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                                     | False                                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                                     | 65535                                                                                                                                     |
 |  clients                      | 10                                                                                                                                        | 10                                                                                                                                        |
 |  compiler                     | clang 15.0.7                                                                                                                              | clang 15.0.7                                                                                                                              |
 |  cores                        | 28                                                                                                                                        | 28                                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                                         | 0                                                                                                                                         |
 |  date                         | 2024-05-06 01:01:36                                                                                                                       | 2024-05-06 04:40:23                                                                                                                       |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                   | {'default': {'encoding': 'Dictionary'}}                                                                                                   |
 |  max_duration                 | 600000000000                                                                                                                              | 600000000000                                                                                                                              |
 |  max_runs                     | -1                                                                                                                                        | -1                                                                                                                                        |
 |  scale_factor                 | 10                                                                                                                                        | 10                                                                                                                                        |
 |  time_unit                    | ns                                                                                                                                        | ns                                                                                                                                        |
 |  using_scheduler              | True                                                                                                                                      | True                                                                                                                                      |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                             | [0, 0, 0, 28]                                                                                                                             |
 |  verify                       | False                                                                                                                                     | False                                                                                                                                     |
 |  warmup_duration              | 0                                                                                                                                         | 0                                                                                                                                         |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||    91.47 |   90.85 |   -1%  ||     9.62 |     9.58 |   -0%  |  0.0000 |
 |    unsucc.:  ||     0.98 |    0.88 |  -10%  ||     0.86 |     0.89 |   +3%  |         |
 | New-Order    ||    65.99 |   64.47 |   -2%  ||   107.65 |   109.68 |   +2%  |  0.0000 |
 |    unsucc.:  ||     3.97 |    4.46 |  +12%  ||    10.68 |    10.86 |   +2%  |         |
 | Order-Status ||     6.81 |    6.83 |   +0%  ||    10.33 |    10.64 |   +3%  |  0.6690 |
 | Payment      ||    19.81 |   19.77 |   -0%  ||    87.55 |    89.59 |   +2%  |  0.2405 |
 |    unsucc.:  ||     2.29 |    2.27 |   -1%  ||    25.10 |    25.52 |   +2%  |         |
 | Stock-Level  ||     9.64 |    9.43 |   -2%  ||    10.57 |    10.48 |   -1%  |  0.0001 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   193.72 |  191.35 |   -1%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +1%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                         | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                         |
 |  benchmark_mode         | Ordered                                                                                                                                | Ordered                                                                                                                                |
 |  build_type             | release                                                                                                                                | release                                                                                                                                |
 |  chunk_indexes          | False                                                                                                                                  | False                                                                                                                                  |
 |  chunk_size             | 65535                                                                                                                                  | 65535                                                                                                                                  |
 |  clients                | 1                                                                                                                                      | 1                                                                                                                                      |
 |  compiler               | clang 15.0.7                                                                                                                           | clang 15.0.7                                                                                                                           |
 |  cores                  | 0                                                                                                                                      | 0                                                                                                                                      |
 |  data_preparation_cores | 0                                                                                                                                      | 0                                                                                                                                      |
 |  date                   | 2024-05-06 01:11:44                                                                                                                    | 2024-05-06 04:50:31                                                                                                                    |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                | {'default': {'encoding': 'Dictionary'}}                                                                                                |
 |  max_duration           | 60000000000                                                                                                                            | 60000000000                                                                                                                            |
 |  max_runs               | 50                                                                                                                                     | 50                                                                                                                                     |
 |  time_unit              | ns                                                                                                                                     | ns                                                                                                                                     |
 |  using_scheduler        | False                                                                                                                                  | False                                                                                                                                  |
 |  verify                 | False                                                                                                                                  | False                                                                                                                                  |
 |  warmup_duration        | 1000000000                                                                                                                             | 1000000000                                                                                                                             |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||   110.59 |   109.52 |   -1%˄ ||     9.04 |     9.13 |   +1%˄ | (run time too short) |
+| 10b     ||    70.43 |    66.78 |   -5%˄ ||    14.20 |    14.97 |   +5%˄ | (run time too short) |
 | 10c     ||   336.68 |   340.38 |   +1%˄ ||     2.97 |     2.94 |   -1%˄ | (run time too short) |
 | 11a     ||    94.31 |    95.27 |   +1%˄ ||    10.60 |    10.50 |   -1%˄ | (run time too short) |
 | 11b     ||    90.58 |    90.70 |   +0%˄ ||    11.04 |    11.03 |   -0%˄ | (run time too short) |
 | 11c     ||    25.30 |    25.12 |   -1%˄ ||    39.52 |    39.81 |   +1%˄ | (run time too short) |
 | 11d     ||    27.36 |    27.17 |   -1%˄ ||    36.55 |    36.81 |   +1%˄ | (run time too short) |
 | 12a     ||    29.29 |    29.06 |   -1%˄ ||    34.13 |    34.41 |   +1%˄ | (run time too short) |
 | 12b     ||    40.23 |    39.98 |   -1%˄ ||    24.85 |    25.01 |   +1%˄ | (run time too short) |
 | 12c     ||    62.83 |    62.42 |   -1%˄ ||    15.91 |    16.02 |   +1%˄ | (run time too short) |
 | 13a     ||   192.83 |   193.05 |   +0%˄ ||     5.19 |     5.18 |   -0%˄ | (run time too short) |
 | 13b     ||   232.66 |   234.84 |   +1%˄ ||     4.30 |     4.26 |   -1%˄ | (run time too short) |
 | 13c     ||   196.65 |   199.26 |   +1%˄ ||     5.09 |     5.02 |   -1%˄ | (run time too short) |
 | 13d     ||   500.78 |   501.95 |   +0%˄ ||     2.00 |     1.99 |   -0%˄ | (run time too short) |
 | 14a     ||    98.89 |    99.56 |   +1%˄ ||    10.11 |    10.04 |   -1%˄ | (run time too short) |
 | 14b     ||   113.37 |   112.83 |   -0%˄ ||     8.82 |     8.86 |   +0%˄ | (run time too short) |
 | 14c     ||   208.98 |   207.59 |   -1%˄ ||     4.79 |     4.82 |   +1%˄ | (run time too short) |
 | 15a     ||    55.38 |    55.14 |   -0%˄ ||    18.06 |    18.13 |   +0%˄ | (run time too short) |
 | 15b     ||    55.72 |    55.66 |   -0%˄ ||    17.95 |    17.97 |   +0%˄ | (run time too short) |
 | 15c     ||    46.66 |    46.61 |   -0%˄ ||    21.43 |    21.45 |   +0%˄ | (run time too short) |
 | 15d     ||    44.07 |    44.05 |   -0%˄ ||    22.69 |    22.70 |   +0%˄ | (run time too short) |
 | 16a     ||  1335.71 |  1321.84 |   -1%  ||     0.75 |     0.76 |   +1%  |               0.0375 |
 | 16b     ||  2500.17 |  2403.70 |   -4%  ||     0.40 |     0.42 |   +4%  |               0.0000 |
+| 16c     ||  1541.29 |  1465.99 |   -5%  ||     0.65 |     0.68 |   +5%  |               0.0000 |
 | 16d     ||  1474.35 |  1438.30 |   -2%  ||     0.68 |     0.70 |   +3%  |               0.0000 |
 | 17a     ||   456.28 |   458.51 |   +0%˄ ||     2.19 |     2.18 |   -0%˄ | (run time too short) |
 | 17b     ||   373.82 |   374.73 |   +0%˄ ||     2.68 |     2.67 |   -0%˄ | (run time too short) |
 | 17c     ||   357.59 |   357.83 |   +0%˄ ||     2.80 |     2.79 |   -0%˄ | (run time too short) |
 | 17d     ||   424.68 |   427.50 |   +1%˄ ||     2.35 |     2.34 |   -1%˄ | (run time too short) |
 | 17e     ||  1539.99 |  1502.31 |   -2%  ||     0.65 |     0.67 |   +3%  |               0.0000 |
 | 17f     ||   887.90 |   883.12 |   -1%˄ ||     1.13 |     1.13 |   +1%˄ | (run time too short) |
 | 18a     ||   141.86 |   144.53 |   +2%˄ ||     7.05 |     6.92 |   -2%˄ | (run time too short) |
 | 18b     ||   102.69 |   104.58 |   +2%˄ ||     9.74 |     9.56 |   -2%˄ | (run time too short) |
 | 18c     ||   202.66 |   203.00 |   +0%˄ ||     4.93 |     4.93 |   -0%˄ | (run time too short) |
 | 19a     ||   224.59 |   230.08 |   +2%˄ ||     4.45 |     4.35 |   -2%˄ | (run time too short) |
 | 19b     ||   187.65 |   190.74 |   +2%˄ ||     5.33 |     5.24 |   -2%˄ | (run time too short) |
 | 19c     ||   268.04 |   273.77 |   +2%˄ ||     3.73 |     3.65 |   -2%˄ | (run time too short) |
 | 19d     ||   654.14 |   655.05 |   +0%˄ ||     1.53 |     1.53 |   -0%˄ | (run time too short) |
 | 1a      ||    12.39 |    12.40 |   +0%˄ ||    80.69 |    80.62 |   -0%˄ | (run time too short) |
 | 1b      ||    14.11 |    14.08 |   -0%˄ ||    70.85 |    70.99 |   +0%˄ | (run time too short) |
 | 1c      ||    13.78 |    14.22 |   +3%˄ ||    72.56 |    70.33 |   -3%˄ | (run time too short) |
 | 1d      ||    11.85 |    11.86 |   +0%˄ ||    84.35 |    84.33 |   -0%˄ | (run time too short) |
 | 20a     ||   625.72 |   620.53 |   -1%˄ ||     1.60 |     1.61 |   +1%˄ | (run time too short) |
 | 20b     ||   667.99 |   655.06 |   -2%˄ ||     1.50 |     1.53 |   +2%˄ | (run time too short) |
 | 20c     ||   375.45 |   381.04 |   +1%˄ ||     2.66 |     2.62 |   -1%˄ | (run time too short) |
 | 21a     ||   109.98 |   108.97 |   -1%˄ ||     9.09 |     9.18 |   +1%˄ | (run time too short) |
 | 21b     ||   102.00 |   101.80 |   -0%˄ ||     9.80 |     9.82 |   +0%˄ | (run time too short) |
 | 21c     ||   113.08 |   112.52 |   -0%˄ ||     8.84 |     8.89 |   +1%˄ | (run time too short) |
 | 22a     ||   174.94 |   173.50 |   -1%˄ ||     5.72 |     5.76 |   +1%˄ | (run time too short) |
 | 22b     ||   159.99 |   158.06 |   -1%˄ ||     6.25 |     6.33 |   +1%˄ | (run time too short) |
 | 22c     ||   234.55 |   233.91 |   -0%˄ ||     4.26 |     4.28 |   +0%˄ | (run time too short) |
 | 22d     ||   355.42 |   356.67 |   +0%˄ ||     2.81 |     2.80 |   -0%˄ | (run time too short) |
 | 23a     ||    49.27 |    49.55 |   +1%˄ ||    20.30 |    20.18 |   -1%˄ | (run time too short) |
 | 23b     ||    53.75 |    53.88 |   +0%˄ ||    18.60 |    18.56 |   -0%˄ | (run time too short) |
 | 23c     ||    51.82 |    52.04 |   +0%˄ ||    19.30 |    19.21 |   -0%˄ | (run time too short) |
 | 24a     ||   218.61 |   225.62 |   +3%˄ ||     4.57 |     4.43 |   -3%˄ | (run time too short) |
 | 24b     ||   213.30 |   219.73 |   +3%˄ ||     4.69 |     4.55 |   -3%˄ | (run time too short) |
 | 25a     ||   112.20 |   114.73 |   +2%˄ ||     8.91 |     8.72 |   -2%˄ | (run time too short) |
 | 25b     ||    70.16 |    72.48 |   +3%˄ ||    14.25 |    13.80 |   -3%˄ | (run time too short) |
 | 25c     ||   254.93 |   254.93 |   -0%˄ ||     3.92 |     3.92 |   +0%˄ | (run time too short) |
 | 26a     ||   184.54 |   184.59 |   +0%˄ ||     5.42 |     5.42 |   -0%˄ | (run time too short) |
 | 26b     ||   153.09 |   154.18 |   +1%˄ ||     6.53 |     6.49 |   -1%˄ | (run time too short) |
 | 26c     ||   311.91 |   312.23 |   +0%˄ ||     3.21 |     3.20 |   -0%˄ | (run time too short) |
 | 27a     ||   104.66 |   104.73 |   +0%˄ ||     9.55 |     9.55 |   -0%˄ | (run time too short) |
 | 27b     ||    97.34 |    96.74 |   -1%˄ ||    10.27 |    10.34 |   +1%˄ | (run time too short) |
 | 27c     ||   113.14 |   112.51 |   -1%˄ ||     8.84 |     8.89 |   +1%˄ | (run time too short) |
 | 28a     ||   210.96 |   208.10 |   -1%˄ ||     4.74 |     4.81 |   +1%˄ | (run time too short) |
 | 28b     ||    65.86 |    65.83 |   -0%˄ ||    15.18 |    15.19 |   +0%˄ | (run time too short) |
 | 28c     ||   172.87 |   173.42 |   +0%˄ ||     5.78 |     5.77 |   -0%˄ | (run time too short) |
 | 29a     ||   183.82 |   189.58 |   +3%˄ ||     5.44 |     5.27 |   -3%˄ | (run time too short) |
 | 29b     ||   776.05 |   786.66 |   +1%˄ ||     1.29 |     1.27 |   -1%˄ | (run time too short) |
 | 29c     ||   220.86 |   227.16 |   +3%˄ ||     4.53 |     4.40 |   -3%˄ | (run time too short) |
 | 2a      ||    31.11 |    31.06 |   -0%˄ ||    32.14 |    32.19 |   +0%˄ | (run time too short) |
 | 2b      ||    29.22 |    29.16 |   -0%˄ ||    34.22 |    34.29 |   +0%˄ | (run time too short) |
 | 2c      ||    25.83 |    25.86 |   +0%˄ ||    38.72 |    38.66 |   -0%˄ | (run time too short) |
 | 2d      ||    53.17 |    52.99 |   -0%˄ ||    18.80 |    18.87 |   +0%˄ | (run time too short) |
 | 30a     ||   104.45 |   106.08 |   +2%˄ ||     9.57 |     9.43 |   -2%˄ | (run time too short) |
 | 30b     ||   110.01 |   111.37 |   +1%˄ ||     9.09 |     8.98 |   -1%˄ | (run time too short) |
 | 30c     ||   172.53 |   174.71 |   +1%˄ ||     5.80 |     5.72 |   -1%˄ | (run time too short) |
 | 31a     ||    91.16 |    93.08 |   +2%˄ ||    10.97 |    10.74 |   -2%˄ | (run time too short) |
 | 31b     ||    88.61 |    90.67 |   +2%˄ ||    11.28 |    11.03 |   -2%˄ | (run time too short) |
 | 31c     ||   104.06 |   105.41 |   +1%˄ ||     9.61 |     9.49 |   -1%˄ | (run time too short) |
 | 32a     ||    17.03 |    17.08 |   +0%˄ ||    58.72 |    58.54 |   -0%˄ | (run time too short) |
 | 32b     ||    33.22 |    33.39 |   +1%˄ ||    30.10 |    29.95 |   -1%˄ | (run time too short) |
 | 33a     ||    38.14 |    38.01 |   -0%˄ ||    26.22 |    26.31 |   +0%˄ | (run time too short) |
 | 33b     ||    26.15 |    26.13 |   -0%˄ ||    38.23 |    38.26 |   +0%˄ | (run time too short) |
 | 33c     ||    44.20 |    44.81 |   +1%˄ ||    22.62 |    22.31 |   -1%˄ | (run time too short) |
 | 3a      ||    61.31 |    61.36 |   +0%˄ ||    16.31 |    16.30 |   -0%˄ | (run time too short) |
 | 3b      ||    17.90 |    18.56 |   +4%˄ ||    55.86 |    53.89 |   -4%˄ | (run time too short) |
 | 3c      ||   226.85 |   224.67 |   -1%˄ ||     4.41 |     4.45 |   +1%˄ | (run time too short) |
 | 4a      ||   136.39 |   136.64 |   +0%˄ ||     7.33 |     7.32 |   -0%˄ | (run time too short) |
 | 4b      ||    17.10 |    17.83 |   +4%˄ ||    58.47 |    56.09 |   -4%˄ | (run time too short) |
 | 4c      ||   194.02 |   191.60 |   -1%˄ ||     5.15 |     5.22 |   +1%˄ | (run time too short) |
 | 5a      ||    42.93 |    43.00 |   +0%˄ ||    23.29 |    23.25 |   -0%˄ | (run time too short) |
 | 5b      ||    46.81 |    47.54 |   +2%˄ ||    21.36 |    21.03 |   -2%˄ | (run time too short) |
 | 5c      ||    88.95 |    88.24 |   -1%˄ ||    11.24 |    11.33 |   +1%˄ | (run time too short) |
 | 6a      ||   177.87 |   172.21 |   -3%˄ ||     5.62 |     5.81 |   +3%˄ | (run time too short) |
 | 6b      ||   189.44 |   183.14 |   -3%˄ ||     5.28 |     5.46 |   +3%˄ | (run time too short) |
 | 6c      ||   170.74 |   164.22 |   -4%˄ ||     5.86 |     6.09 |   +4%˄ | (run time too short) |
 | 6d      ||   394.59 |   389.04 |   -1%˄ ||     2.53 |     2.57 |   +1%˄ | (run time too short) |
 | 6e      ||   178.08 |   171.71 |   -4%˄ ||     5.62 |     5.82 |   +4%˄ | (run time too short) |
 | 6f      ||   697.24 |   690.20 |   -1%˄ ||     1.43 |     1.45 |   +1%˄ | (run time too short) |
 | 7a      ||   109.85 |   110.96 |   +1%˄ ||     9.10 |     9.01 |   -1%˄ | (run time too short) |
 | 7b      ||   103.27 |   104.46 |   +1%˄ ||     9.68 |     9.57 |   -1%˄ | (run time too short) |
 | 7c      ||   578.00 |   587.97 |   +2%˄ ||     1.73 |     1.70 |   -2%˄ | (run time too short) |
 | 8a      ||   169.15 |   172.09 |   +2%˄ ||     5.91 |     5.81 |   -2%˄ | (run time too short) |
 | 8b      ||   164.94 |   167.53 |   +2%˄ ||     6.06 |     5.97 |   -2%˄ | (run time too short) |
 | 8c      ||  1852.58 |  1858.06 |   +0%  ||     0.54 |     0.54 |   -0%  |               0.2862 |
 | 8d      ||   323.99 |   321.95 |   -1%˄ ||     3.09 |     3.11 |   +1%˄ | (run time too short) |
 | 9a      ||   244.34 |   251.10 |   +3%˄ ||     4.09 |     3.98 |   -3%˄ | (run time too short) |
 | 9b      ||   152.01 |   155.08 |   +2%˄ ||     6.58 |     6.45 |   -2%˄ | (run time too short) |
 | 9c      ||   272.04 |   278.09 |   +2%˄ ||     3.68 |     3.60 |   -2%˄ | (run time too short) |
 | 9d      ||   420.06 |   421.73 |   +0%˄ ||     2.38 |     2.37 |   -0%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 29896.75 | 29694.57 |   -1%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   -0%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, ordered, 1 client, 28 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_ordered.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_ordered.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                                 | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                                 |
 |  benchmark_mode               | Ordered                                                                                                                                        | Ordered                                                                                                                                        |
 |  build_type                   | release                                                                                                                                        | release                                                                                                                                        |
 |  chunk_indexes                | False                                                                                                                                          | False                                                                                                                                          |
 |  chunk_size                   | 65535                                                                                                                                          | 65535                                                                                                                                          |
 |  clients                      | 1                                                                                                                                              | 1                                                                                                                                              |
 |  compiler                     | clang 15.0.7                                                                                                                                   | clang 15.0.7                                                                                                                                   |
 |  cores                        | 28                                                                                                                                             | 28                                                                                                                                             |
 |  data_preparation_cores       | 0                                                                                                                                              | 0                                                                                                                                              |
 |  date                         | 2024-05-06 01:36:47                                                                                                                            | 2024-05-06 05:15:32                                                                                                                            |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                        | {'default': {'encoding': 'Dictionary'}}                                                                                                        |
 |  max_duration                 | 60000000000                                                                                                                                    | 60000000000                                                                                                                                    |
 |  max_runs                     | 50                                                                                                                                             | 50                                                                                                                                             |
 |  time_unit                    | ns                                                                                                                                             | ns                                                                                                                                             |
 |  using_scheduler              | True                                                                                                                                           | True                                                                                                                                           |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                                  | [0, 0, 0, 28]                                                                                                                                  |
 |  verify                       | False                                                                                                                                          | False                                                                                                                                          |
 |  warmup_duration              | 1000000000                                                                                                                                     | 1000000000                                                                                                                                     |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||    43.85 |    43.24 |   -1%˄ ||    22.74 |    23.06 |   +1%˄ | (run time too short) |
 | 10b     ||    24.39 |    25.06 |   +3%˄ ||    40.80 |    39.70 |   -3%˄ | (run time too short) |
 | 10c     ||   143.12 |   143.02 |   -0%˄ ||     6.98 |     6.98 |   +0%˄ | (run time too short) |
 | 11a     ||    28.02 |    28.16 |   +0%˄ ||    35.58 |    35.43 |   -0%˄ | (run time too short) |
 | 11b     ||    25.98 |    26.29 |   +1%˄ ||    38.34 |    37.91 |   -1%˄ | (run time too short) |
 | 11c     ||    30.03 |    30.03 |   +0%˄ ||    33.14 |    33.13 |   -0%˄ | (run time too short) |
 | 11d     ||    34.59 |    34.47 |   -0%˄ ||    28.77 |    28.87 |   +0%˄ | (run time too short) |
+| 12a     ||    30.49 |    29.10 |   -5%˄ ||    32.62 |    34.21 |   +5%˄ | (run time too short) |
 | 12b     ||    20.16 |    20.22 |   +0%˄ ||    49.26 |    49.16 |   -0%˄ | (run time too short) |
 | 12c     ||    60.51 |    60.36 |   -0%˄ ||    16.48 |    16.52 |   +0%˄ | (run time too short) |
 | 13a     ||   144.86 |   144.77 |   -0%˄ ||     6.90 |     6.90 |   +0%˄ | (run time too short) |
+| 13b     ||   109.64 |   103.95 |   -5%˄ ||     9.11 |     9.61 |   +5%˄ | (run time too short) |
 | 13c     ||    96.85 |    98.40 |   +2%˄ ||    10.31 |    10.15 |   -2%˄ | (run time too short) |
 | 13d     ||   388.69 |   385.64 |   -1%˄ ||     2.57 |     2.59 |   +1%˄ | (run time too short) |
 | 14a     ||    62.08 |    62.75 |   +1%˄ ||    16.08 |    15.90 |   -1%˄ | (run time too short) |
 | 14b     ||    75.12 |    73.68 |   -2%˄ ||    13.29 |    13.55 |   +2%˄ | (run time too short) |
 | 14c     ||   186.76 |   184.87 |   -1%˄ ||     5.35 |     5.40 |   +1%˄ | (run time too short) |
 | 15a     ||    33.60 |    33.75 |   +0%˄ ||    29.64 |    29.53 |   -0%˄ | (run time too short) |
 | 15b     ||    29.32 |    29.93 |   +2%˄ ||    33.93 |    33.25 |   -2%˄ | (run time too short) |
 | 15c     ||    31.17 |    30.52 |   -2%˄ ||    31.91 |    32.61 |   +2%˄ | (run time too short) |
 | 15d     ||    36.60 |    36.60 |   +0%˄ ||    27.20 |    27.20 |   -0%˄ | (run time too short) |
 | 16a     ||   740.14 |   743.48 |   +0%˄ ||     1.35 |     1.34 |   -0%˄ | (run time too short) |
 | 16b     ||  1800.92 |  1780.23 |   -1%  ||     0.56 |     0.56 |   +1%  |               0.0163 |
 | 16c     ||   897.51 |   896.87 |   -0%˄ ||     1.11 |     1.11 |   +0%˄ | (run time too short) |
 | 16d     ||   868.28 |   867.68 |   -0%˄ ||     1.15 |     1.15 |   +0%˄ | (run time too short) |
 | 17a     ||   207.60 |   210.60 |   +1%˄ ||     4.81 |     4.74 |   -1%˄ | (run time too short) |
 | 17b     ||   180.77 |   179.88 |   -0%˄ ||     5.53 |     5.55 |   +0%˄ | (run time too short) |
 | 17c     ||   151.44 |   152.57 |   +1%˄ ||     6.60 |     6.55 |   -1%˄ | (run time too short) |
 | 17d     ||   149.42 |   149.13 |   -0%˄ ||     6.68 |     6.70 |   +0%˄ | (run time too short) |
 | 17e     ||   742.77 |   741.39 |   -0%˄ ||     1.35 |     1.35 |   +0%˄ | (run time too short) |
 | 17f     ||   333.25 |   328.93 |   -1%˄ ||     3.00 |     3.04 |   +1%˄ | (run time too short) |
 | 18a     ||    61.52 |    61.49 |   -0%˄ ||    16.22 |    16.23 |   +0%˄ | (run time too short) |
 | 18b     ||    58.66 |    57.84 |   -1%˄ ||    17.01 |    17.25 |   +1%˄ | (run time too short) |
 | 18c     ||    94.73 |    94.24 |   -1%˄ ||    10.54 |    10.59 |   +1%˄ | (run time too short) |
 | 19a     ||   115.40 |   117.29 |   +2%˄ ||     8.66 |     8.52 |   -2%˄ | (run time too short) |
 | 19b     ||    77.83 |    78.59 |   +1%˄ ||    12.83 |    12.71 |   -1%˄ | (run time too short) |
 | 19c     ||   129.37 |   129.96 |   +0%˄ ||     7.72 |     7.69 |   -0%˄ | (run time too short) |
 | 19d     ||   517.85 |   512.97 |   -1%˄ ||     1.93 |     1.95 |   +1%˄ | (run time too short) |
 | 1a      ||    11.16 |    11.07 |   -1%˄ ||    88.42 |    89.16 |   +1%˄ | (run time too short) |
 | 1b      ||     6.48 |     6.51 |   +0%˄ ||   151.21 |   150.60 |   -0%˄ | (run time too short) |
 | 1c      ||     6.38 |     6.38 |   -0%˄ ||   153.26 |   153.01 |   -0%˄ | (run time too short) |
 | 1d      ||     9.06 |     9.00 |   -1%˄ ||   108.59 |   109.49 |   +1%˄ | (run time too short) |
 | 20a     ||    87.17 |    87.10 |   -0%˄ ||    11.46 |    11.47 |   +0%˄ | (run time too short) |
-| 20b     ||    64.66 |    68.50 |   +6%˄ ||    15.45 |    14.58 |   -6%˄ | (run time too short) |
 | 20c     ||    86.34 |    85.94 |   -0%˄ ||    11.56 |    11.61 |   +0%˄ | (run time too short) |
 | 21a     ||    32.37 |    32.04 |   -1%˄ ||    30.79 |    31.09 |   +1%˄ | (run time too short) |
 | 21b     ||    29.93 |    30.32 |   +1%˄ ||    33.29 |    32.87 |   -1%˄ | (run time too short) |
 | 21c     ||    34.03 |    34.15 |   +0%˄ ||    29.28 |    29.16 |   -0%˄ | (run time too short) |
 | 22a     ||    70.29 |    69.18 |   -2%˄ ||    14.20 |    14.42 |   +2%˄ | (run time too short) |
 | 22b     ||    58.93 |    59.18 |   +0%˄ ||    16.94 |    16.87 |   -0%˄ | (run time too short) |
 | 22c     ||   136.29 |   135.05 |   -1%˄ ||     7.33 |     7.40 |   +1%˄ | (run time too short) |
 | 22d     ||   241.62 |   241.27 |   -0%˄ ||     4.14 |     4.14 |   +0%˄ | (run time too short) |
 | 23a     ||    24.33 |    24.07 |   -1%˄ ||    40.89 |    41.34 |   +1%˄ | (run time too short) |
-| 23b     ||    32.93 |    34.46 |   +5%˄ ||    30.27 |    28.92 |   -4%˄ | (run time too short) |
 | 23c     ||    26.23 |    26.78 |   +2%˄ ||    37.94 |    37.15 |   -2%˄ | (run time too short) |
 | 24a     ||    68.85 |    69.10 |   +0%˄ ||    14.50 |    14.45 |   -0%˄ | (run time too short) |
 | 24b     ||    62.74 |    62.42 |   -1%˄ ||    15.90 |    15.99 |   +1%˄ | (run time too short) |
 | 25a     ||    59.89 |    61.08 |   +2%˄ ||    16.65 |    16.32 |   -2%˄ | (run time too short) |
 | 25b     ||    40.13 |    38.74 |   -3%˄ ||    24.82 |    25.72 |   +4%˄ | (run time too short) |
 | 25c     ||   163.21 |   160.97 |   -1%˄ ||     6.12 |     6.21 |   +1%˄ | (run time too short) |
 | 26a     ||    92.04 |    92.02 |   -0%˄ ||    10.85 |    10.85 |   +0%˄ | (run time too short) |
 | 26b     ||    71.17 |    71.12 |   -0%˄ ||    14.02 |    14.03 |   +0%˄ | (run time too short) |
 | 26c     ||   151.02 |   150.16 |   -1%˄ ||     6.61 |     6.65 |   +1%˄ | (run time too short) |
 | 27a     ||    30.59 |    30.77 |   +1%˄ ||    32.56 |    32.38 |   -1%˄ | (run time too short) |
 | 27b     ||    30.74 |    30.66 |   -0%˄ ||    32.40 |    32.48 |   +0%˄ | (run time too short) |
 | 27c     ||    34.34 |    34.12 |   -1%˄ ||    29.02 |    29.21 |   +1%˄ | (run time too short) |
 | 28a     ||   151.88 |   149.75 |   -1%˄ ||     6.58 |     6.67 |   +1%˄ | (run time too short) |
 | 28b     ||    34.96 |    34.54 |   -1%˄ ||    28.50 |    28.85 |   +1%˄ | (run time too short) |
 | 28c     ||   119.72 |   119.65 |   -0%˄ ||     8.34 |     8.35 |   +0%˄ | (run time too short) |
 | 29a     ||    63.89 |    64.53 |   +1%˄ ||    15.63 |    15.47 |   -1%˄ | (run time too short) |
 | 29b     ||   110.99 |   111.31 |   +0%˄ ||     9.00 |     8.97 |   -0%˄ | (run time too short) |
 | 29c     ||    66.82 |    68.13 |   +2%˄ ||    14.93 |    14.64 |   -2%˄ | (run time too short) |
 | 2a      ||    32.78 |    33.04 |   +1%˄ ||    30.36 |    30.12 |   -1%˄ | (run time too short) |
 | 2b      ||    30.63 |    30.24 |   -1%˄ ||    32.47 |    32.89 |   +1%˄ | (run time too short) |
 | 2c      ||    23.13 |    23.13 |   +0%˄ ||    42.93 |    42.95 |   +0%˄ | (run time too short) |
 | 2d      ||    58.36 |    58.02 |   -1%˄ ||    17.09 |    17.18 |   +1%˄ | (run time too short) |
 | 30a     ||    53.62 |    54.43 |   +2%˄ ||    18.60 |    18.32 |   -1%˄ | (run time too short) |
 | 30b     ||    44.86 |    45.61 |   +2%˄ ||    22.23 |    21.86 |   -2%˄ | (run time too short) |
 | 30c     ||   114.23 |   113.51 |   -1%˄ ||     8.74 |     8.80 |   +1%˄ | (run time too short) |
 | 31a     ||    40.85 |    40.85 |   -0%˄ ||    24.40 |    24.38 |   -0%˄ | (run time too short) |
 | 31b     ||    38.90 |    38.64 |   -1%˄ ||    25.62 |    25.79 |   +1%˄ | (run time too short) |
 | 31c     ||    47.16 |    46.82 |   -1%˄ ||    21.14 |    21.29 |   +1%˄ | (run time too short) |
 | 32a     ||    11.61 |    11.59 |   -0%˄ ||    85.00 |    85.17 |   +0%˄ | (run time too short) |
 | 32b     ||    40.15 |    40.37 |   +1%˄ ||    24.80 |    24.67 |   -1%˄ | (run time too short) |
 | 33a     ||    15.94 |    16.35 |   +3%˄ ||    62.16 |    60.64 |   -2%˄ | (run time too short) |
 | 33b     ||    13.89 |    13.73 |   -1%˄ ||    71.22 |    72.09 |   +1%˄ | (run time too short) |
 | 33c     ||    23.60 |    24.54 |   +4%˄ ||    42.14 |    40.49 |   -4%˄ | (run time too short) |
 | 3a      ||    42.76 |    44.18 |   +3%˄ ||    23.31 |    22.56 |   -3%˄ | (run time too short) |
 | 3b      ||    10.85 |    10.81 |   -0%˄ ||    91.07 |    91.48 |   +0%˄ | (run time too short) |
 | 3c      ||    89.69 |    87.50 |   -2%˄ ||    11.13 |    11.41 |   +3%˄ | (run time too short) |
 | 4a      ||    78.47 |    75.98 |   -3%˄ ||    12.72 |    13.13 |   +3%˄ | (run time too short) |
 | 4b      ||     9.32 |     9.03 |   -3%˄ ||   105.68 |   108.96 |   +3%˄ | (run time too short) |
+| 4c      ||    99.29 |    94.06 |   -5%˄ ||    10.05 |    10.61 |   +6%˄ | (run time too short) |
 | 5a      ||    33.28 |    33.28 |   -0%˄ ||    29.94 |    29.94 |   +0%˄ | (run time too short) |
 | 5b      ||    27.61 |    27.74 |   +0%˄ ||    36.05 |    35.88 |   -0%˄ | (run time too short) |
 | 5c      ||    55.72 |    53.54 |   -4%˄ ||    17.90 |    18.64 |   +4%˄ | (run time too short) |
 | 6a      ||    33.30 |    33.33 |   +0%˄ ||    29.95 |    29.92 |   -0%˄ | (run time too short) |
 | 6b      ||    57.14 |    57.86 |   +1%˄ ||    17.47 |    17.26 |   -1%˄ | (run time too short) |
 | 6c      ||    31.15 |    31.21 |   +0%˄ ||    32.01 |    31.95 |   -0%˄ | (run time too short) |
 | 6d      ||   160.23 |   160.78 |   +0%˄ ||     6.23 |     6.21 |   -0%˄ | (run time too short) |
 | 6e      ||    32.99 |    33.16 |   +1%˄ ||    30.22 |    30.09 |   -0%˄ | (run time too short) |
 | 6f      ||   484.46 |   481.13 |   -1%˄ ||     2.06 |     2.08 |   +1%˄ | (run time too short) |
 | 7a      ||    33.77 |    33.87 |   +0%˄ ||    29.52 |    29.44 |   -0%˄ | (run time too short) |
 | 7b      ||    33.31 |    33.68 |   +1%˄ ||    29.90 |    29.60 |   -1%˄ | (run time too short) |
 | 7c      ||   318.17 |   316.30 |   -1%˄ ||     3.14 |     3.16 |   +1%˄ | (run time too short) |
 | 8a      ||    40.46 |    40.78 |   +1%˄ ||    24.63 |    24.44 |   -1%˄ | (run time too short) |
 | 8b      ||    37.56 |    37.31 |   -1%˄ ||    26.53 |    26.72 |   +1%˄ | (run time too short) |
 | 8c      ||  1188.01 |  1174.34 |   -1%˄ ||     0.84 |     0.85 |   +1%˄ | (run time too short) |
 | 8d      ||   247.47 |   246.91 |   -0%˄ ||     4.04 |     4.05 |   +0%˄ | (run time too short) |
 | 9a      ||   147.83 |   147.68 |   -0%˄ ||     6.76 |     6.77 |   +0%˄ | (run time too short) |
 | 9b      ||    85.30 |    86.54 |   +1%˄ ||    11.70 |    11.54 |   -1%˄ | (run time too short) |
 | 9c      ||   143.91 |   144.48 |   +0%˄ ||     6.94 |     6.91 |   -0%˄ | (run time too short) |
 | 9d      ||   342.65 |   341.29 |   -0%˄ ||     2.92 |     2.93 |   +0%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 15528.88 | 15465.72 |   -0%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +0%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 28 clients, 28 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                         | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                         |
 |  benchmark_mode               | Shuffled                                                                                                                               | Shuffled                                                                                                                               |
 |  build_type                   | release                                                                                                                                | release                                                                                                                                |
 |  chunk_indexes                | False                                                                                                                                  | False                                                                                                                                  |
 |  chunk_size                   | 65535                                                                                                                                  | 65535                                                                                                                                  |
 |  clients                      | 28                                                                                                                                     | 28                                                                                                                                     |
 |  compiler                     | clang 15.0.7                                                                                                                           | clang 15.0.7                                                                                                                           |
 |  cores                        | 28                                                                                                                                     | 28                                                                                                                                     |
 |  data_preparation_cores       | 0                                                                                                                                      | 0                                                                                                                                      |
 |  date                         | 2024-05-06 01:52:15                                                                                                                    | 2024-05-06 05:30:59                                                                                                                    |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                | {'default': {'encoding': 'Dictionary'}}                                                                                                |
 |  max_duration                 | 1200000000000                                                                                                                          | 1200000000000                                                                                                                          |
 |  max_runs                     | -1                                                                                                                                     | -1                                                                                                                                     |
 |  time_unit                    | ns                                                                                                                                     | ns                                                                                                                                     |
 |  using_scheduler              | True                                                                                                                                   | True                                                                                                                                   |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                          | [0, 0, 0, 28]                                                                                                                          |
 |  verify                       | False                                                                                                                                  | False                                                                                                                                  |
 |  warmup_duration              | 0                                                                                                                                      | 0                                                                                                                                      |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   185.65 |   163.02 |  -12%  ||     0.63 |     0.63 |   +1%  |  0.2646 |
 | 10b     ||   120.09 |   120.07 |   -0%  ||     0.63 |     0.63 |   +0%  |  0.9993 |
+| 10c     ||   479.92 |   455.75 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.4748 |
-| 11a     ||    97.93 |   104.67 |   +7%  ||     0.63 |     0.63 |   +0%  |  0.6781 |
-| 11b     ||    91.62 |   100.22 |   +9%  ||     0.63 |     0.63 |   +0%  |  0.5835 |
 | 11c     ||    91.56 |    90.46 |   -1%  ||     0.63 |     0.63 |   +0%  |  0.9343 |
-| 11d     ||    83.47 |    96.57 |  +16%  ||     0.63 |     0.63 |   +0%  |  0.3042 |
 | 12a     ||   154.23 |   160.56 |   +4%  ||     0.63 |     0.63 |   +0%  |  0.7626 |
 | 12b     ||    87.74 |    88.40 |   +1%  ||     0.63 |     0.63 |   +0%  |  0.9696 |
-| 12c     ||   269.66 |   290.28 |   +8%  ||     0.63 |     0.63 |   +0%  |  0.4283 |
 | 13a     ||   389.61 |   399.23 |   +2%  ||     0.63 |     0.63 |   +1%  |  0.7220 |
-| 13b     ||   282.95 |   364.24 |  +29%  ||     0.63 |     0.63 |   +0%  |  0.0120 |
+| 13c     ||   296.80 |   245.90 |  -17%  ||     0.63 |     0.63 |   +0%  |  0.0283 |
 | 13d     ||   757.65 |   760.03 |   +0%  ||     0.63 |     0.63 |   +0%  |  0.9467 |
 | 14a     ||   369.74 |   361.64 |   -2%  ||     0.63 |     0.63 |   +1%  |  0.8211 |
+| 14b     ||   381.45 |   358.00 |   -6%  ||     0.63 |     0.63 |   +0%  |  0.4786 |
+| 14c     ||   498.20 |   457.83 |   -8%  ||     0.63 |     0.63 |   +0%  |  0.2251 |
 | 15a     ||   118.20 |   114.74 |   -3%  ||     0.63 |     0.63 |   +0%  |  0.8532 |
-| 15b     ||   106.54 |   114.61 |   +8%  ||     0.63 |     0.63 |   +0%  |  0.6175 |
+| 15c     ||   125.52 |   115.62 |   -8%  ||     0.63 |     0.63 |   +0%  |  0.5369 |
-| 15d     ||   129.20 |   140.26 |   +9%  ||     0.63 |     0.63 |   +0%  |  0.5198 |
 | 16a     ||  1368.82 |  1347.48 |   -2%  ||     0.63 |     0.63 |   +1%  |  0.6384 |
 | 16b     ||  2606.60 |  2631.52 |   +1%  ||     0.63 |     0.63 |   +1%  |  0.5921 |
 | 16c     ||  1561.28 |  1540.71 |   -1%  ||     0.63 |     0.63 |   +0%  |  0.6642 |
+| 16d     ||  1585.04 |  1484.96 |   -6%  ||     0.63 |     0.63 |   +0%  |  0.0518 |
 | 17a     ||   705.91 |   729.27 |   +3%  ||     0.63 |     0.63 |   +0%  |  0.5429 |
+| 17b     ||   596.22 |   529.97 |  -11%  ||     0.63 |     0.63 |   +0%  |  0.0618 |
+| 17c     ||   568.70 |   515.70 |   -9%  ||     0.63 |     0.63 |   +0%  |  0.1469 |
 | 17d     ||   547.52 |   551.17 |   +1%  ||     0.63 |     0.63 |   +0%  |  0.9247 |
 | 17e     ||  1383.87 |  1366.51 |   -1%  ||     0.63 |     0.63 |   +0%  |  0.7096 |
 | 17f     ||   966.66 |  1006.81 |   +4%  ||     0.63 |     0.63 |   +0%  |  0.3987 |
-| 18a     ||   226.84 |   238.45 |   +5%  ||     0.63 |     0.63 |   +0%  |  0.6037 |
-| 18b     ||   331.15 |   366.69 |  +11%  ||     0.63 |     0.63 |   +0%  |  0.2749 |
-| 18c     ||   495.27 |   537.43 |   +9%  ||     0.63 |     0.63 |   +1%  |  0.2666 |
 | 19a     ||   533.33 |   510.62 |   -4%  ||     0.63 |     0.63 |   +0%  |  0.5691 |
+| 19b     ||   336.53 |   319.27 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.5517 |
+| 19c     ||   577.65 |   550.24 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.5065 |
+| 19d     ||  1223.09 |  1160.15 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.1671 |
+| 1a      ||    43.14 |    39.28 |   -9%  ||     0.63 |     0.63 |   +0%  |  0.7237 |
+| 1b      ||    42.56 |    34.07 |  -20%  ||     0.63 |     0.63 |   +0%  |  0.1829 |
+| 1c      ||    51.60 |    42.56 |  -18%  ||     0.63 |     0.63 |   +0%  |  0.3954 |
 | 1d      ||    39.21 |    38.85 |   -1%  ||     0.63 |     0.63 |   +0%  |  0.9645 |
-| 20a     ||   411.37 |   440.16 |   +7%  ||     0.63 |     0.63 |   +0%  |  0.4051 |
+| 20b     ||   400.56 |   375.51 |   -6%  ||     0.63 |     0.63 |   +0%  |  0.4950 |
+| 20c     ||   372.97 |   320.56 |  -14%  ||     0.63 |     0.63 |   +0%  |  0.0701 |
 | 21a     ||   172.27 |   174.39 |   +1%  ||     0.63 |     0.63 |   +0%  |  0.9317 |
+| 21b     ||   160.29 |   129.95 |  -19%  ||     0.63 |     0.63 |   +0%  |  0.1678 |
 | 21c     ||   163.57 |   167.49 |   +2%  ||     0.63 |     0.63 |   +0%  |  0.8709 |
+| 22a     ||   446.08 |   379.44 |  -15%  ||     0.63 |     0.63 |   +0%  |  0.0750 |
-| 22b     ||   327.10 |   368.42 |  +13%  ||     0.63 |     0.63 |   +0%  |  0.2410 |
+| 22c     ||   589.68 |   544.44 |   -8%  ||     0.63 |     0.63 |   +0%  |  0.2907 |
 | 22d     ||   710.08 |   733.46 |   +3%  ||     0.63 |     0.63 |   +0%  |  0.6002 |
-| 23a     ||   127.21 |   133.01 |   +5%  ||     0.63 |     0.63 |   +0%  |  0.7416 |
+| 23b     ||   134.37 |   118.55 |  -12%  ||     0.63 |     0.63 |   +0%  |  0.4695 |
 | 23c     ||   160.08 |   158.92 |   -1%  ||     0.63 |     0.63 |   +0%  |  0.9570 |
-| 24a     ||   345.77 |   400.77 |  +16%  ||     0.63 |     0.63 |   +0%  |  0.0848 |
 | 24b     ||   271.87 |   274.67 |   +1%  ||     0.63 |     0.63 |   +1%  |  0.9248 |
+| 25a     ||   366.67 |   328.68 |  -10%  ||     0.63 |     0.63 |   +0%  |  0.2236 |
+| 25b     ||   205.40 |   180.88 |  -12%  ||     0.63 |     0.63 |   +0%  |  0.3271 |
-| 25c     ||   689.03 |   753.49 |   +9%  ||     0.63 |     0.63 |   +0%  |  0.1308 |
 | 26a     ||   356.75 |   346.67 |   -3%  ||     0.63 |     0.63 |   +0%  |  0.7472 |
 | 26b     ||   231.05 |   220.76 |   -4%  ||     0.63 |     0.63 |   +0%  |  0.6293 |
 | 26c     ||   489.62 |   501.65 |   +2%  ||     0.63 |     0.63 |   +0%  |  0.6902 |
 | 27a     ||   172.19 |   171.76 |   -0%  ||     0.63 |     0.63 |   +0%  |  0.9858 |
+| 27b     ||   161.59 |   151.18 |   -6%  ||     0.63 |     0.63 |   +0%  |  0.6242 |
+| 27c     ||   187.66 |   172.61 |   -8%  ||     0.63 |     0.63 |   +0%  |  0.5849 |
 | 28a     ||   555.54 |   577.76 |   +4%  ||     0.63 |     0.63 |   +0%  |  0.5562 |
+| 28b     ||   234.85 |   208.64 |  -11%  ||     0.63 |     0.63 |   +0%  |  0.3237 |
 | 28c     ||   481.20 |   502.18 |   +4%  ||     0.63 |     0.63 |   +0%  |  0.5499 |
-| 29a     ||   274.30 |   298.25 |   +9%  ||     0.63 |     0.63 |   +1%  |  0.4117 |
-| 29b     ||   336.03 |   365.97 |   +9%  ||     0.63 |     0.63 |   +1%  |  0.3824 |
-| 29c     ||   326.57 |   397.40 |  +22%  ||     0.63 |     0.63 |   +0%  |  0.0503 |
+| 2a      ||   126.69 |    89.70 |  -29%  ||     0.63 |     0.63 |   +0%  |  0.0035 |
+| 2b      ||   125.23 |   117.56 |   -6%  ||     0.63 |     0.63 |   +0%  |  0.6812 |
-| 2c      ||    81.25 |   101.68 |  +25%  ||     0.63 |     0.63 |   +0%  |  0.1186 |
-| 2d      ||   187.19 |   205.64 |  +10%  ||     0.63 |     0.63 |   +0%  |  0.3630 |
+| 30a     ||   322.58 |   262.34 |  -19%  ||     0.63 |     0.63 |   +1%  |  0.0558 |
 | 30b     ||   288.90 |   281.80 |   -2%  ||     0.63 |     0.63 |   +0%  |  0.8104 |
-| 30c     ||   539.30 |   569.94 |   +6%  ||     0.63 |     0.63 |   +0%  |  0.4398 |
 | 31a     ||   267.30 |   257.68 |   -4%  ||     0.63 |     0.63 |   +0%  |  0.7810 |
-| 31b     ||   213.11 |   259.59 |  +22%  ||     0.63 |     0.63 |   +1%  |  0.1327 |
 | 31c     ||   294.52 |   300.47 |   +2%  ||     0.63 |     0.63 |   +0%  |  0.8572 |
-| 32a     ||    37.11 |    49.73 |  +34%  ||     0.63 |     0.63 |   +0%  |  0.0851 |
 | 32b     ||   137.75 |   134.05 |   -3%  ||     0.63 |     0.63 |   +1%  |  0.8110 |
-| 33a     ||   128.91 |   135.97 |   +5%  ||     0.63 |     0.63 |   +0%  |  0.7593 |
-| 33b     ||    74.03 |    87.78 |  +19%  ||     0.63 |     0.63 |   +0%  |  0.3395 |
+| 33c     ||   171.80 |   133.24 |  -22%  ||     0.63 |     0.63 |   +0%  |  0.1336 |
+| 3a      ||   248.67 |   237.06 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.6992 |
+| 3b      ||    87.44 |    67.90 |  -22%  ||     0.63 |     0.63 |   +0%  |  0.2563 |
+| 3c      ||   392.10 |   362.47 |   -8%  ||     0.63 |     0.63 |   +0%  |  0.4355 |
-| 4a      ||   227.02 |   250.25 |  +10%  ||     0.63 |     0.63 |   +0%  |  0.3191 |
-| 4b      ||    55.60 |    65.85 |  +18%  ||     0.63 |     0.63 |   +0%  |  0.4713 |
+| 4c      ||   290.22 |   275.06 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.6149 |
-| 5a      ||   170.93 |   186.97 |   +9%  ||     0.63 |     0.63 |   +0%  |  0.4911 |
 | 5b      ||   129.13 |   129.48 |   +0%  ||     0.63 |     0.63 |   +0%  |  0.9840 |
+| 5c      ||   257.93 |   230.12 |  -11%  ||     0.63 |     0.63 |   +1%  |  0.2966 |
-| 6a      ||   121.46 |   132.21 |   +9%  ||     0.63 |     0.63 |   +0%  |  0.5459 |
 | 6b      ||   168.38 |   161.90 |   -4%  ||     0.63 |     0.63 |   +0%  |  0.7158 |
-| 6c      ||    96.09 |   127.83 |  +33%  ||     0.63 |     0.63 |   +0%  |  0.0220 |
+| 6d      ||   507.12 |   479.35 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.4340 |
+| 6e      ||   136.32 |   128.92 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.6728 |
-| 6f      ||   956.37 |  1019.48 |   +7%  ||     0.63 |     0.63 |   +0%  |  0.0753 |
+| 7a      ||   210.32 |   176.12 |  -16%  ||     0.63 |     0.63 |   +0%  |  0.1892 |
-| 7b      ||   151.78 |   180.83 |  +19%  ||     0.63 |     0.63 |   +0%  |  0.2097 |
 | 7c      ||   933.14 |   973.09 |   +4%  ||     0.63 |     0.63 |   +0%  |  0.3646 |
-| 8a      ||   193.15 |   224.86 |  +16%  ||     0.63 |     0.63 |   +0%  |  0.2027 |
+| 8b      ||   167.04 |   138.72 |  -17%  ||     0.63 |     0.63 |   +0%  |  0.2262 |
 | 8c      ||  1839.36 |  1905.08 |   +4%  ||     0.63 |     0.63 |   +0%  |  0.1435 |
+| 8d      ||   604.67 |   540.94 |  -11%  ||     0.63 |     0.63 |   +0%  |  0.0687 |
 | 9a      ||   572.68 |   598.05 |   +4%  ||     0.63 |     0.63 |   +0%  |  0.5436 |
+| 9b      ||   463.05 |   421.96 |   -9%  ||     0.63 |     0.63 |   +0%  |  0.2720 |
-| 9c      ||   559.36 |   628.08 |  +12%  ||     0.63 |     0.63 |   +0%  |  0.0999 |
+| 9d      ||   983.99 |   924.57 |   -6%  ||     0.63 |     0.63 |   +0%  |  0.1856 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 44289.45 | 44095.70 |   -0%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +0%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                          | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                          |
 |  benchmark_mode         | Ordered                                                                                                                                 | Ordered                                                                                                                                 |
 |  build_type             | release                                                                                                                                 | release                                                                                                                                 |
 |  chunk_indexes          | False                                                                                                                                   | False                                                                                                                                   |
 |  chunk_size             | 65535                                                                                                                                   | 65535                                                                                                                                   |
 |  clients                | 1                                                                                                                                       | 1                                                                                                                                       |
 |  compiler               | clang 15.0.7                                                                                                                            | clang 15.0.7                                                                                                                            |
 |  cores                  | 0                                                                                                                                       | 0                                                                                                                                       |
 |  data_preparation_cores | 0                                                                                                                                       | 0                                                                                                                                       |
 |  date                   | 2024-05-06 02:12:42                                                                                                                     | 2024-05-06 05:51:25                                                                                                                     |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                 | {'default': {'encoding': 'Dictionary'}}                                                                                                 |
 |  max_duration           | 60000000000                                                                                                                             | 60000000000                                                                                                                             |
 |  max_runs               | 50                                                                                                                                      | 50                                                                                                                                      |
 |  scale_factor           | 10.0                                                                                                                                    | 10.0                                                                                                                                    |
 |  time_unit              | ns                                                                                                                                      | ns                                                                                                                                      |
 |  using_scheduler        | False                                                                                                                                   | False                                                                                                                                   |
 |  verify                 | False                                                                                                                                   | False                                                                                                                                   |
 |  warmup_duration        | 1000000000                                                                                                                              | 1000000000                                                                                                                              |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | 1.1     ||   329.33 |  332.50 |   +1%˄ ||     3.04 |     3.01 |   -1%˄ | (run time too short) |
 | 1.2     ||   156.11 |  159.02 |   +2%˄ ||     6.41 |     6.29 |   -2%˄ | (run time too short) |
+| 1.3     ||   157.34 |  145.97 |   -7%˄ ||     6.36 |     6.85 |   +8%˄ | (run time too short) |
 | 2.1     ||   559.94 |  557.42 |   -0%˄ ||     1.79 |     1.79 |   +0%˄ | (run time too short) |
 | 2.2     ||   298.40 |  295.01 |   -1%˄ ||     3.35 |     3.39 |   +1%˄ | (run time too short) |
 | 2.3     ||   200.77 |  198.97 |   -1%˄ ||     4.98 |     5.03 |   +1%˄ | (run time too short) |
 | 3.1     ||  3031.41 | 3005.88 |   -1%  ||     0.33 |     0.33 |   +1%  |               0.5178 |
 | 3.2     ||   300.69 |  297.14 |   -1%˄ ||     3.33 |     3.37 |   +1%˄ | (run time too short) |
 | 3.3     ||   153.06 |  149.53 |   -2%˄ ||     6.53 |     6.69 |   +2%˄ | (run time too short) |
 | 3.4     ||   145.34 |  142.55 |   -2%˄ ||     6.88 |     7.01 |   +2%˄ | (run time too short) |
 | 4.1     ||  2992.40 | 2972.08 |   -1%  ||     0.33 |     0.34 |   +1%  |               0.3774 |
 | 4.2     ||   878.17 |  883.71 |   +1%˄ ||     1.14 |     1.13 |   -1%˄ | (run time too short) |
 | 4.3     ||   274.01 |  267.48 |   -2%˄ ||     3.65 |     3.74 |   +2%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  9476.96 | 9407.28 |   -1%  ||          |          |        |                      |
 | Geomean ||          |         |        ||          |          |   +1%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, ordered, 1 client, 28 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_ordered.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_ordered.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                                  | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                                  |
 |  benchmark_mode               | Ordered                                                                                                                                         | Ordered                                                                                                                                         |
 |  build_type                   | release                                                                                                                                         | release                                                                                                                                         |
 |  chunk_indexes                | False                                                                                                                                           | False                                                                                                                                           |
 |  chunk_size                   | 65535                                                                                                                                           | 65535                                                                                                                                           |
 |  clients                      | 1                                                                                                                                               | 1                                                                                                                                               |
 |  compiler                     | clang 15.0.7                                                                                                                                    | clang 15.0.7                                                                                                                                    |
 |  cores                        | 28                                                                                                                                              | 28                                                                                                                                              |
 |  data_preparation_cores       | 0                                                                                                                                               | 0                                                                                                                                               |
 |  date                         | 2024-05-06 02:18:18                                                                                                                             | 2024-05-06 05:56:59                                                                                                                             |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                                                         |
 |  max_duration                 | 60000000000                                                                                                                                     | 60000000000                                                                                                                                     |
 |  max_runs                     | 50                                                                                                                                              | 50                                                                                                                                              |
 |  scale_factor                 | 10.0                                                                                                                                            | 10.0                                                                                                                                            |
 |  time_unit                    | ns                                                                                                                                              | ns                                                                                                                                              |
 |  using_scheduler              | True                                                                                                                                            | True                                                                                                                                            |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                                   | [0, 0, 0, 28]                                                                                                                                   |
 |  verify                       | False                                                                                                                                           | False                                                                                                                                           |
 |  warmup_duration              | 1000000000                                                                                                                                      | 1000000000                                                                                                                                      |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | 1.1     ||   102.47 |  104.37 |   +2%˄ ||     9.75 |     9.57 |   -2%˄ | (run time too short) |
 | 1.2     ||    88.55 |   90.26 |   +2%˄ ||    11.27 |    11.06 |   -2%˄ | (run time too short) |
 | 1.3     ||    84.95 |   84.30 |   -1%˄ ||    11.75 |    11.84 |   +1%˄ | (run time too short) |
 | 2.1     ||   337.10 |  341.55 |   +1%˄ ||     2.97 |     2.93 |   -1%˄ | (run time too short) |
 | 2.2     ||   166.48 |  164.66 |   -1%˄ ||     6.00 |     6.07 |   +1%˄ | (run time too short) |
 | 2.3     ||    60.34 |   59.19 |   -2%˄ ||    16.53 |    16.86 |   +2%˄ | (run time too short) |
 | 3.1     ||   831.80 |  840.04 |   +1%˄ ||     1.20 |     1.19 |   -1%˄ | (run time too short) |
 | 3.2     ||   158.18 |  157.50 |   -0%˄ ||     6.32 |     6.34 |   +0%˄ | (run time too short) |
 | 3.3     ||    81.19 |   80.34 |   -1%˄ ||    12.29 |    12.42 |   +1%˄ | (run time too short) |
 | 3.4     ||    76.16 |   75.36 |   -1%˄ ||    13.11 |    13.25 |   +1%˄ | (run time too short) |
 | 4.1     ||   704.89 |  694.92 |   -1%˄ ||     1.42 |     1.44 |   +1%˄ | (run time too short) |
 | 4.2     ||   389.69 |  390.18 |   +0%˄ ||     2.57 |     2.56 |   -0%˄ | (run time too short) |
 | 4.3     ||   117.29 |  114.96 |   -2%˄ ||     8.51 |     8.69 |   +2%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  3199.10 | 3197.62 |   -0%  ||          |          |        |                      |
 | Geomean ||          |         |        ||          |          |   +0%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 28 clients, 28 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                          | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                          |
 |  benchmark_mode               | Shuffled                                                                                                                                | Shuffled                                                                                                                                |
 |  build_type                   | release                                                                                                                                 | release                                                                                                                                 |
 |  chunk_indexes                | False                                                                                                                                   | False                                                                                                                                   |
 |  chunk_size                   | 65535                                                                                                                                   | 65535                                                                                                                                   |
 |  clients                      | 28                                                                                                                                      | 28                                                                                                                                      |
 |  compiler                     | clang 15.0.7                                                                                                                            | clang 15.0.7                                                                                                                            |
 |  cores                        | 28                                                                                                                                      | 28                                                                                                                                      |
 |  data_preparation_cores       | 0                                                                                                                                       | 0                                                                                                                                       |
 |  date                         | 2024-05-06 02:21:41                                                                                                                     | 2024-05-06 06:00:22                                                                                                                     |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                 | {'default': {'encoding': 'Dictionary'}}                                                                                                 |
 |  max_duration                 | 1200000000000                                                                                                                           | 1200000000000                                                                                                                           |
 |  max_runs                     | -1                                                                                                                                      | -1                                                                                                                                      |
 |  scale_factor                 | 10.0                                                                                                                                    | 10.0                                                                                                                                    |
 |  time_unit                    | ns                                                                                                                                      | ns                                                                                                                                      |
 |  using_scheduler              | True                                                                                                                                    | True                                                                                                                                    |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                           | [0, 0, 0, 28]                                                                                                                           |
 |  verify                       | False                                                                                                                                   | False                                                                                                                                   |
 |  warmup_duration              | 0                                                                                                                                       | 0                                                                                                                                       |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | 1.1     ||   632.85 |   632.78 |   -0%  ||     2.17 |     2.17 |   +0%  |  0.9976 |
-| 1.2     ||   357.54 |   396.27 |  +11%  ||     2.17 |     2.17 |   +0%  |  0.0297 |
 | 1.3     ||   341.91 |   348.70 |   +2%  ||     2.17 |     2.17 |   +0%  |  0.6732 |
 | 2.1     ||  1611.31 |  1576.18 |   -2%  ||     2.16 |     2.17 |   +0%  |  0.3418 |
 | 2.2     ||   839.49 |   852.46 |   +2%  ||     2.16 |     2.17 |   +0%  |  0.6349 |
 | 2.3     ||   296.67 |   291.10 |   -2%  ||     2.17 |     2.17 |   +0%  |  0.6995 |
 | 3.1     ||  2531.29 |  2544.61 |   +1%  ||     2.16 |     2.17 |   +0%  |  0.7268 |
 | 3.2     ||   765.15 |   764.89 |   -0%  ||     2.16 |     2.17 |   +0%  |  0.9912 |
 | 3.3     ||   391.00 |   407.56 |   +4%  ||     2.17 |     2.17 |   +0%  |  0.3771 |
+| 3.4     ||   428.03 |   401.59 |   -6%  ||     2.17 |     2.17 |   +0%  |  0.1771 |
 | 4.1     ||  2196.09 |  2187.26 |   -0%  ||     2.16 |     2.17 |   +0%  |  0.8125 |
 | 4.2     ||  1939.11 |  1857.37 |   -4%  ||     2.16 |     2.17 |   +0%  |  0.0431 |
 | 4.3     ||   577.74 |   600.66 |   +4%  ||     2.17 |     2.17 |   +0%  |  0.2694 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 12908.18 | 12861.42 |   -0%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +0%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

Bouncner avatar May 06 '24 08:05 Bouncner

AMD - Koroniea

System

koroneia - click to expand
property value
Hostname koroneia
CPU AMD EPYC 7F72 24-Core Processor
Memory 480GB
numactl nodebind: 0
numactl membind: 0

Commit Info and Build Time

commit date message build time
43b228e1b 03.05.2024 12:47 Add ABS function (#2641) real 326.97 user 2881.47 sys 76.06
556e8941a 03.05.2024 11:13 Merge branch 'master' into martiin/perf/aggregate_output real 342.77 user 2872.37 sys 79.02

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview----+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +--------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                    | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                    |
 |  benchmark_mode          | Ordered                                                                                                                           | Ordered                                                                                                                           |
 |  build_type              | release                                                                                                                           | release                                                                                                                           |
 |  chunk_indexes           | False                                                                                                                             | False                                                                                                                             |
 |  chunk_size              | 65535                                                                                                                             | 65535                                                                                                                             |
 |  clients                 | 1                                                                                                                                 | 1                                                                                                                                 |
 |  clustering              | None                                                                                                                              | None                                                                                                                              |
 |  compiler                | clang 14.0.0                                                                                                                      | clang 14.0.0                                                                                                                      |
 |  cores                   | 0                                                                                                                                 | 0                                                                                                                                 |
 |  data_preparation_cores  | 0                                                                                                                                 | 0                                                                                                                                 |
 |  date                    | 2024-05-06 00:02:51                                                                                                               | 2024-05-06 04:00:03                                                                                                               |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                                           |
 |  max_duration            | 60000000000                                                                                                                       | 60000000000                                                                                                                       |
 |  max_runs                | 50                                                                                                                                | 50                                                                                                                                |
 |  scale_factor            | 10.0                                                                                                                              | 10.0                                                                                                                              |
 |  time_unit               | ns                                                                                                                                | ns                                                                                                                                |
 |  use_prepared_statements | False                                                                                                                             | False                                                                                                                             |
 |  using_scheduler         | False                                                                                                                             | False                                                                                                                             |
 |  verify                  | False                                                                                                                             | False                                                                                                                             |
 |  warmup_duration         | 1000000000                                                                                                                        | 1000000000                                                                                                                        |
 +--------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|          ||      old |      new |        ||      old |      new |        |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||  5277.44 |  5643.52 |   +7%  ||     0.19 |     0.18 |   -6%  |               0.0000 |
+| TPC-H 02 ||    43.74 |    43.98 |   +1%˄ ||    22.86 |    22.73 |   -1%˄ | (run time too short) |
+| TPC-H 03 ||  1394.96 |  1443.65 |   +3%  ||     0.72 |     0.69 |   -3%  |               0.0000 |
+| TPC-H 04 ||  1408.90 |  1476.91 |   +5%  ||     0.71 |     0.68 |   -5%  |               0.0000 |
+| TPC-H 05 ||  2260.35 |  2328.20 |   +3%  ||     0.44 |     0.43 |   -3%  |               0.0000 |
+| TPC-H 06 ||   168.86 |   183.51 |   +9%˄ ||     5.92 |     5.45 |   -8%˄ | (run time too short) |
+| TPC-H 07 ||   756.87 |   798.56 |   +6%˄ ||     1.32 |     1.25 |   -5%˄ | (run time too short) |
+| TPC-H 08 ||   550.03 |   564.89 |   +3%˄ ||     1.82 |     1.77 |   -3%˄ | (run time too short) |
+| TPC-H 09 ||  5925.37 |  5833.95 |   -2%  ||     0.17 |     0.17 |   +2%  |               0.0001 |
+| TPC-H 10 ||  1772.99 |  1375.66 |  -22%  ||     0.56 |     0.73 |  +29%  |               0.0000 |
+| TPC-H 11 ||    50.14 |    49.13 |   -2%˄ ||    19.94 |    20.35 |   +2%˄ | (run time too short) |
+| TPC-H 12 ||   985.68 |  1003.29 |   +2%˄ ||     1.01 |     1.00 |   -2%˄ | (run time too short) |
+| TPC-H 13 ||  6392.76 |  5436.38 |  -15%  ||     0.16 |     0.18 |  +18%  |               0.0000 |
+| TPC-H 14 ||   506.33 |   505.03 |   -0%˄ ||     1.97 |     1.98 |   +0%˄ | (run time too short) |
+| TPC-H 15 ||   181.22 |   177.08 |   -2%˄ ||     5.52 |     5.65 |   +2%˄ | (run time too short) |
+| TPC-H 16 ||   521.41 |   519.72 |   -0%˄ ||     1.92 |     1.92 |   +0%˄ | (run time too short) |
+| TPC-H 17 ||   222.30 |   221.81 |   -0%˄ ||     4.50 |     4.51 |   +0%˄ | (run time too short) |
+| TPC-H 18 ||  1372.02 |  1516.44 |  +11%  ||     0.73 |     0.66 |  -10%  |               0.0000 |
+| TPC-H 19 ||   231.63 |   235.31 |   +2%˄ ||     4.32 |     4.25 |   -2%˄ | (run time too short) |
+| TPC-H 20 ||   502.44 |   564.95 |  +12%˄ ||     1.99 |     1.77 |  -11%˄ | (run time too short) |
+| TPC-H 21 ||  4440.00 |  4375.11 |   -1%  ||     0.23 |     0.23 |   +1%  |               0.0259 |
+| TPC-H 22 ||   457.49 |   460.62 |   +1%˄ ||     2.19 |     2.17 |   -1%˄ | (run time too short) |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 35422.95 | 34757.70 |   -2%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   -0%  |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+|    Notes || ˄ Execution stopped due to max runs reached                                         |
++----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview----+---------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_43b228e1bc09ffbd5956577684cb99d0e060df1c_st_s01.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st_s01.json |
 +--------------------------+---------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                        | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                        |
 |  benchmark_mode          | Ordered                                                                                                                               | Ordered                                                                                                                               |
 |  build_type              | release                                                                                                                               | release                                                                                                                               |
 |  chunk_indexes           | False                                                                                                                                 | False                                                                                                                                 |
 |  chunk_size              | 65535                                                                                                                                 | 65535                                                                                                                                 |
 |  clients                 | 1                                                                                                                                     | 1                                                                                                                                     |
 |  clustering              | None                                                                                                                                  | None                                                                                                                                  |
 |  compiler                | clang 14.0.0                                                                                                                          | clang 14.0.0                                                                                                                          |
 |  cores                   | 0                                                                                                                                     | 0                                                                                                                                     |
 |  data_preparation_cores  | 0                                                                                                                                     | 0                                                                                                                                     |
 |  date                    | 2024-05-06 00:20:03                                                                                                                   | 2024-05-06 04:16:06                                                                                                                   |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                                               | {'default': {'encoding': 'Dictionary'}}                                                                                               |
 |  max_duration            | 60000000000                                                                                                                           | 60000000000                                                                                                                           |
 |  max_runs                | 50                                                                                                                                    | 50                                                                                                                                    |
 |  scale_factor            | 0.009999999776482582                                                                                                                  | 0.009999999776482582                                                                                                                  |
 |  time_unit               | ns                                                                                                                                    | ns                                                                                                                                    |
 |  use_prepared_statements | False                                                                                                                                 | False                                                                                                                                 |
 |  using_scheduler         | False                                                                                                                                 | False                                                                                                                                 |
 |  verify                  | False                                                                                                                                 | False                                                                                                                                 |
 |  warmup_duration         | 1000000000                                                                                                                            | 1000000000                                                                                                                            |
 +--------------------------+---------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------+
++----------++----------+---------+--------++----------+----------+--------+----------------------+
+| Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
+|          ||      old |     new |        ||      old |      new |        |                      |
++----------++----------+---------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||     4.96 |    4.99 |   +1%˄ ||   201.50 |   200.48 |   -1%˄ | (run time too short) |
+| TPC-H 02 ||     4.19 |    3.94 |   -6%˄ ||   238.62 |   253.39 |   +6%˄ | (run time too short) |
+| TPC-H 03 ||     0.59 |    0.60 |   +1%˄ ||  1679.51 |  1668.77 |   -1%˄ | (run time too short) |
+| TPC-H 04 ||     0.36 |    0.37 |   +2%˄ ||  2745.89 |  2698.35 |   -2%˄ | (run time too short) |
+| TPC-H 05 ||     0.89 |    0.91 |   +2%˄ ||  1116.15 |  1095.50 |   -2%˄ | (run time too short) |
+| TPC-H 06 ||     0.20 |    0.22 |  +11%˄ ||  5070.20 |  4558.56 |  -10%˄ | (run time too short) |
+| TPC-H 07 ||    10.44 |   10.61 |   +2%˄ ||    95.73 |    94.28 |   -2%˄ | (run time too short) |
+| TPC-H 08 ||    14.36 |   14.79 |   +3%˄ ||    69.61 |    67.61 |   -3%˄ | (run time too short) |
+| TPC-H 09 ||     3.46 |    2.86 |  -17%˄ ||   288.76 |   349.04 |  +21%˄ | (run time too short) |
+| TPC-H 10 ||     0.72 |    0.65 |   -9%˄ ||  1393.38 |  1530.92 |  +10%˄ | (run time too short) |
+| TPC-H 11 ||     0.17 |    0.18 |   +3%˄ ||  5856.25 |  5670.67 |   -3%˄ | (run time too short) |
+| TPC-H 12 ||     0.64 |    0.68 |   +6%˄ ||  1558.08 |  1467.13 |   -6%˄ | (run time too short) |
+| TPC-H 13 ||     2.07 |    1.95 |   -6%˄ ||   482.78 |   512.20 |   +6%˄ | (run time too short) |
+| TPC-H 14 ||     0.29 |    0.29 |   -1%˄ ||  3415.33 |  3434.99 |   +1%˄ | (run time too short) |
+| TPC-H 15 ||     1.20 |    1.21 |   +1%˄ ||   829.91 |   824.75 |   -1%˄ | (run time too short) |
+| TPC-H 16 ||     2.29 |    2.32 |   +1%˄ ||   436.61 |   430.24 |   -1%˄ | (run time too short) |
+| TPC-H 17 ||     0.63 |    0.52 |  -17%˄ ||  1578.49 |  1901.56 |  +20%˄ | (run time too short) |
+| TPC-H 18 ||     1.05 |    0.98 |   -6%˄ ||   954.55 |  1017.84 |   +7%˄ | (run time too short) |
+| TPC-H 19 ||     5.97 |    6.12 |   +2%˄ ||   167.44 |   163.36 |   -2%˄ | (run time too short) |
+| TPC-H 20 ||     2.59 |    2.61 |   +1%˄ ||   386.31 |   382.25 |   -1%˄ | (run time too short) |
+| TPC-H 21 ||     0.95 |    0.99 |   +4%˄ ||  1049.73 |  1012.44 |   -4%˄ | (run time too short) |
+| TPC-H 22 ||     1.16 |    1.18 |   +2%˄ ||   862.77 |   845.83 |   -2%˄ | (run time too short) |
++----------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum      ||    59.19 |   58.97 |   -0%  ||          |          |        |                      |
+| Geomean  ||          |         |        ||          |          |   +1%  |                      |
++----------++----------+---------+--------++----------+----------+--------+----------------------+
+|    Notes || ˄ Execution stopped due to max runs reached                                        |
++----------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 24 cores, SF 10.0

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +5%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_ordered.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_ordered.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                            | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                            |
 |  benchmark_mode               | Ordered                                                                                                                                   | Ordered                                                                                                                                   |
 |  build_type                   | release                                                                                                                                   | release                                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                                     | False                                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                                     | 65535                                                                                                                                     |
 |  clients                      | 1                                                                                                                                         | 1                                                                                                                                         |
 |  clustering                   | None                                                                                                                                      | None                                                                                                                                      |
 |  compiler                     | clang 14.0.0                                                                                                                              | clang 14.0.0                                                                                                                              |
 |  cores                        | 24                                                                                                                                        | 24                                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                                         | 0                                                                                                                                         |
 |  date                         | 2024-05-06 00:20:31                                                                                                                       | 2024-05-06 04:16:31                                                                                                                       |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                   | {'default': {'encoding': 'Dictionary'}}                                                                                                   |
 |  max_duration                 | 60000000000                                                                                                                               | 60000000000                                                                                                                               |
 |  max_runs                     | 50                                                                                                                                        | 50                                                                                                                                        |
 |  scale_factor                 | 10.0                                                                                                                                      | 10.0                                                                                                                                      |
 |  time_unit                    | ns                                                                                                                                        | ns                                                                                                                                        |
 |  use_prepared_statements      | False                                                                                                                                     | False                                                                                                                                     |
 |  using_scheduler              | True                                                                                                                                      | True                                                                                                                                      |
 |  utilized_cores_per_numa_node | [24]                                                                                                                                      | [24]                                                                                                                                      |
 |  verify                       | False                                                                                                                                     | False                                                                                                                                     |
 |  warmup_duration              | 1000000000                                                                                                                                | 1000000000                                                                                                                                |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|          ||      old |      new |        ||      old |      new |        |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||  4302.33 |  4317.41 |   +0%  ||     0.23 |     0.23 |   -0%  |               0.4584 |
+| TPC-H 02 ||    49.17 |    48.87 |   -1%˄ ||    20.31 |    20.43 |   +1%˄ | (run time too short) |
+| TPC-H 03 ||   523.93 |   488.46 |   -7%˄ ||     1.91 |     2.05 |   +7%˄ | (run time too short) |
+| TPC-H 04 ||   513.45 |   512.77 |   -0%˄ ||     1.95 |     1.95 |   +0%˄ | (run time too short) |
+| TPC-H 05 ||   421.44 |   429.66 |   +2%˄ ||     2.37 |     2.33 |   -2%˄ | (run time too short) |
+| TPC-H 06 ||    44.30 |    44.91 |   +1%˄ ||    22.55 |    22.24 |   -1%˄ | (run time too short) |
+| TPC-H 07 ||   214.86 |   218.52 |   +2%˄ ||     4.65 |     4.58 |   -2%˄ | (run time too short) |
+| TPC-H 08 ||   187.62 |   184.16 |   -2%˄ ||     5.33 |     5.43 |   +2%˄ | (run time too short) |
+| TPC-H 09 ||  1786.45 |  1739.59 |   -3%  ||     0.56 |     0.57 |   +3%  |               0.0000 |
+| TPC-H 10 ||   920.11 |   469.51 |  -49%˄ ||     1.09 |     2.13 |  +96%˄ | (run time too short) |
+| TPC-H 11 ||    45.26 |    43.89 |   -3%˄ ||    22.06 |    22.75 |   +3%˄ | (run time too short) |
+| TPC-H 12 ||   427.44 |   425.84 |   -0%˄ ||     2.34 |     2.35 |   +0%˄ | (run time too short) |
+| TPC-H 13 ||  2948.01 |  2879.53 |   -2%  ||     0.34 |     0.35 |   +2%  |               0.0001 |
+| TPC-H 14 ||   105.24 |   106.32 |   +1%˄ ||     9.50 |     9.40 |   -1%˄ | (run time too short) |
+| TPC-H 15 ||   122.75 |   114.11 |   -7%˄ ||     8.14 |     8.76 |   +8%˄ | (run time too short) |
+| TPC-H 16 ||   485.66 |   487.92 |   +0%˄ ||     2.06 |     2.05 |   -0%˄ | (run time too short) |
+| TPC-H 17 ||    67.32 |    66.06 |   -2%˄ ||    14.85 |    15.13 |   +2%˄ | (run time too short) |
+| TPC-H 18 ||  1758.63 |  1530.74 |  -13%  ||     0.57 |     0.65 |  +15%  |               0.0000 |
+| TPC-H 19 ||    89.07 |    84.20 |   -5%˄ ||    11.22 |    11.87 |   +6%˄ | (run time too short) |
+| TPC-H 20 ||   165.79 |   180.20 |   +9%˄ ||     6.03 |     5.55 |   -8%˄ | (run time too short) |
+| TPC-H 21 ||   859.94 |   866.74 |   +1%˄ ||     1.16 |     1.15 |   -1%˄ | (run time too short) |
+| TPC-H 22 ||   106.13 |   107.03 |   +1%˄ ||     9.42 |     9.34 |   -1%˄ | (run time too short) |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 16144.90 | 15346.43 |   -5%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +5%  |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+|    Notes || ˄ Execution stopped due to max runs reached                                         |
++----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 24 clients, 24 cores, SF 10.0

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                    | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                    |
 |  benchmark_mode               | Shuffled                                                                                                                          | Shuffled                                                                                                                          |
 |  build_type                   | release                                                                                                                           | release                                                                                                                           |
 |  chunk_indexes                | False                                                                                                                             | False                                                                                                                             |
 |  chunk_size                   | 65535                                                                                                                             | 65535                                                                                                                             |
 |  clients                      | 24                                                                                                                                | 24                                                                                                                                |
 |  clustering                   | None                                                                                                                              | None                                                                                                                              |
 |  compiler                     | clang 14.0.0                                                                                                                      | clang 14.0.0                                                                                                                      |
 |  cores                        | 24                                                                                                                                | 24                                                                                                                                |
 |  data_preparation_cores       | 0                                                                                                                                 | 0                                                                                                                                 |
 |  date                         | 2024-05-06 00:31:41                                                                                                               | 2024-05-06 04:27:11                                                                                                               |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                                           |
 |  max_duration                 | 1200000000000                                                                                                                     | 1200000000000                                                                                                                     |
 |  max_runs                     | -1                                                                                                                                | -1                                                                                                                                |
 |  scale_factor                 | 10.0                                                                                                                              | 10.0                                                                                                                              |
 |  time_unit                    | ns                                                                                                                                | ns                                                                                                                                |
 |  use_prepared_statements      | False                                                                                                                             | False                                                                                                                             |
 |  using_scheduler              | True                                                                                                                              | True                                                                                                                              |
 |  utilized_cores_per_numa_node | [24]                                                                                                                              | [24]                                                                                                                              |
 |  verify                       | False                                                                                                                             | False                                                                                                                             |
 |  warmup_duration              | 0                                                                                                                                 | 0                                                                                                                                 |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |      new |        ||      old |      new |        |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  5071.69 |  4972.19 |   -2%  ||     0.55 |     0.56 |   +2%  |  0.2996 |
+| TPC-H 02 ||   245.49 |   351.99 |  +43%  ||     0.55 |     0.56 |   +2%  |  0.0440 |
+| TPC-H 03 ||  1897.11 |  1929.10 |   +2%  ||     0.55 |     0.56 |   +2%  |  0.7914 |
+| TPC-H 04 ||  1898.35 |  1756.46 |   -7%  ||     0.55 |     0.56 |   +2%  |  0.3271 |
+| TPC-H 05 ||  2803.56 |  2786.14 |   -1%  ||     0.55 |     0.56 |   +2%  |  0.9175 |
+| TPC-H 06 ||   513.36 |   654.89 |  +28%  ||     0.55 |     0.56 |   +2%  |  0.0819 |
+| TPC-H 07 ||  2219.92 |  2375.05 |   +7%  ||     0.55 |     0.56 |   +1%  |  0.3517 |
+| TPC-H 08 ||  1710.91 |  1677.28 |   -2%  ||     0.55 |     0.56 |   +1%  |  0.8159 |
+| TPC-H 09 ||  4822.57 |  4428.50 |   -8%  ||     0.55 |     0.56 |   +2%  |  0.0444 |
+| TPC-H 10 ||  2716.84 |  2375.97 |  -13%  ||     0.55 |     0.56 |   +2%  |  0.0291 |
+| TPC-H 11 ||   278.33 |   312.53 |  +12%  ||     0.55 |     0.56 |   +2%  |  0.5292 |
+| TPC-H 12 ||  1943.08 |  1805.55 |   -7%  ||     0.55 |     0.56 |   +2%  |  0.2532 |
+| TPC-H 13 ||  4382.27 |  4575.91 |   +4%  ||     0.55 |     0.56 |   +2%  |  0.0935 |
+| TPC-H 14 ||   732.17 |   965.82 |  +32%  ||     0.55 |     0.56 |   +2%  |  0.0124 |
+| TPC-H 15 ||   488.89 |   478.96 |   -2%  ||     0.55 |     0.56 |   +2%  |  0.8852 |
+| TPC-H 16 ||  1392.07 |  1471.62 |   +6%  ||     0.55 |     0.56 |   +2%  |  0.4517 |
+| TPC-H 17 ||   659.66 |   502.46 |  -24%  ||     0.55 |     0.56 |   +2%  |  0.0622 |
+| TPC-H 18 ||  2427.36 |  2522.57 |   +4%  ||     0.55 |     0.56 |   +2%  |  0.3200 |
+| TPC-H 19 ||   817.23 |   882.65 |   +8%  ||     0.55 |     0.56 |   +2%  |  0.5600 |
+| TPC-H 20 ||  1355.11 |  1278.63 |   -6%  ||     0.55 |     0.56 |   +2%  |  0.5141 |
+| TPC-H 21 ||  4248.94 |  3837.79 |  -10%  ||     0.55 |     0.56 |   +2%  |  0.0630 |
+| TPC-H 22 ||   792.89 |   761.14 |   -4%  ||     0.55 |     0.56 |   +2%  |  0.7405 |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 43417.82 | 42703.23 |   -2%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |   +2%  |         |
++----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: +6% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +-------------------------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                     | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                     |
 |  benchmark_mode         | Ordered                                                                                                                            | Ordered                                                                                                                            |
 |  build_type             | release                                                                                                                            | release                                                                                                                            |
 |  chunk_indexes          | False                                                                                                                              | False                                                                                                                              |
 |  chunk_size             | 65535                                                                                                                              | 65535                                                                                                                              |
 |  clients                | 1                                                                                                                                  | 1                                                                                                                                  |
 |  compiler               | clang 14.0.0                                                                                                                       | clang 14.0.0                                                                                                                       |
 |  cores                  | 0                                                                                                                                  | 0                                                                                                                                  |
 |  data_preparation_cores | 0                                                                                                                                  | 0                                                                                                                                  |
 |  date                   | 2024-05-06 00:53:19                                                                                                                | 2024-05-06 04:48:48                                                                                                                |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                                            |
 |  max_duration           | 60000000000                                                                                                                        | 60000000000                                                                                                                        |
 |  max_runs               | 50                                                                                                                                 | 50                                                                                                                                 |
 |  time_unit              | ns                                                                                                                                 | ns                                                                                                                                 |
 |  using_scheduler        | False                                                                                                                              | False                                                                                                                              |
 |  verify                 | False                                                                                                                              | False                                                                                                                              |
 |  warmup_duration        | 1000000000                                                                                                                         | 1000000000                                                                                                                         |
 +-------------------------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|         ||      old |      new |        ||      old |      new |        |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 01      ||   210.57 |   219.74 |   +4%˄ ||     4.75 |     4.55 |   -4%˄ | (run time too short) |
+| 03      ||    63.31 |    64.07 |   +1%˄ ||    15.79 |    15.61 |   -1%˄ | (run time too short) |
+| 06      ||   192.63 |   190.16 |   -1%˄ ||     5.19 |     5.26 |   +1%˄ | (run time too short) |
+| 07      ||   258.21 |   275.01 |   +7%˄ ||     3.87 |     3.64 |   -6%˄ | (run time too short) |
+| 09      ||   687.29 |   689.12 |   +0%˄ ||     1.45 |     1.45 |   -0%˄ | (run time too short) |
+| 10      ||   130.56 |   129.52 |   -1%˄ ||     7.66 |     7.72 |   +1%˄ | (run time too short) |
+| 13      ||   438.01 |   450.62 |   +3%˄ ||     2.28 |     2.22 |   -3%˄ | (run time too short) |
+| 15      ||   108.49 |   110.87 |   +2%˄ ||     9.22 |     9.02 |   -2%˄ | (run time too short) |
+| 16      ||    57.72 |    59.57 |   +3%˄ ||    17.32 |    16.79 |   -3%˄ | (run time too short) |
+| 17      ||   317.59 |   316.28 |   -0%˄ ||     3.15 |     3.16 |   +0%˄ | (run time too short) |
+| 19      ||   107.01 |   105.22 |   -2%˄ ||     9.34 |     9.50 |   +2%˄ | (run time too short) |
+| 25      ||   168.26 |   167.88 |   -0%˄ ||     5.94 |     5.96 |   +0%˄ | (run time too short) |
+| 26      ||   117.19 |   122.63 |   +5%˄ ||     8.53 |     8.15 |   -4%˄ | (run time too short) |
+| 28      ||   557.21 |   544.15 |   -2%˄ ||     1.79 |     1.84 |   +2%˄ | (run time too short) |
+| 29      ||   454.35 |   444.86 |   -2%˄ ||     2.20 |     2.25 |   +2%˄ | (run time too short) |
+| 31      ||  1290.17 |  1267.18 |   -2%  ||     0.78 |     0.79 |   +2%  |               0.0000 |
+| 32      ||    27.90 |    30.00 |   +8%˄ ||    35.83 |    33.33 |   -7%˄ | (run time too short) |
+| 34      ||   150.59 |   153.69 |   +2%˄ ||     6.64 |     6.51 |   -2%˄ | (run time too short) |
+| 35      ||   597.78 |   597.86 |   +0%˄ ||     1.67 |     1.67 |   -0%˄ | (run time too short) |
+| 37      ||   666.68 |   743.12 |  +11%˄ ||     1.50 |     1.35 |  -10%˄ | (run time too short) |
+| 39a     ||  1535.29 |  1498.00 |   -2%  ||     0.65 |     0.67 |   +2%  |               0.0000 |
+| 39b     ||  1524.29 |  1489.24 |   -2%  ||     0.66 |     0.67 |   +2%  |               0.0000 |
+| 41      ||   276.71 |   280.14 |   +1%˄ ||     3.61 |     3.57 |   -1%˄ | (run time too short) |
+| 42      ||    87.48 |    87.21 |   -0%˄ ||    11.43 |    11.47 |   +0%˄ | (run time too short) |
+| 43      ||   949.07 |   972.21 |   +2%˄ ||     1.05 |     1.03 |   -2%˄ | (run time too short) |
+| 45      ||   131.80 |   129.05 |   -2%˄ ||     7.59 |     7.75 |   +2%˄ | (run time too short) |
+| 48      ||   939.87 |   951.69 |   +1%˄ ||     1.06 |     1.05 |   -1%˄ | (run time too short) |
+| 50      ||   124.35 |   122.48 |   -2%˄ ||     8.04 |     8.16 |   +2%˄ | (run time too short) |
+| 52      ||    88.25 |    85.81 |   -3%˄ ||    11.33 |    11.65 |   +3%˄ | (run time too short) |
+| 55      ||    83.45 |    80.32 |   -4%˄ ||    11.98 |    12.45 |   +4%˄ | (run time too short) |
+| 62      ||   526.77 |   532.57 |   +1%˄ ||     1.90 |     1.88 |   -1%˄ | (run time too short) |
+| 65      ||  1634.39 |  1770.44 |   +8%  ||     0.61 |     0.56 |   -8%  |               0.0000 |
+| 69      ||   145.25 |   141.82 |   -2%˄ ||     6.88 |     7.05 |   +2%˄ | (run time too short) |
+| 73      ||    82.69 |    78.71 |   -5%˄ ||    12.09 |    12.70 |   +5%˄ | (run time too short) |
+| 79      ||   479.49 |   485.97 |   +1%˄ ||     2.09 |     2.06 |   -1%˄ | (run time too short) |
+| 81      ||   150.19 |   151.89 |   +1%˄ ||     6.66 |     6.58 |   -1%˄ | (run time too short) |
+| 82      ||   711.55 |   795.03 |  +12%˄ ||     1.41 |     1.26 |  -10%˄ | (run time too short) |
+| 83      ||    39.12 |    39.39 |   +1%˄ ||    25.56 |    25.38 |   -1%˄ | (run time too short) |
+| 84      ||    13.85 |    13.42 |   -3%˄ ||    72.20 |    74.52 |   +3%˄ | (run time too short) |
+| 85      ||   155.32 |   152.15 |   -2%˄ ||     6.44 |     6.57 |   +2%˄ | (run time too short) |
+| 88      ||   679.41 |   653.22 |   -4%˄ ||     1.47 |     1.53 |   +4%˄ | (run time too short) |
+| 91      ||    15.18 |    15.12 |   -0%˄ ||    65.85 |    66.12 |   +0%˄ | (run time too short) |
+| 92      ||    41.36 |    38.88 |   -6%˄ ||    24.18 |    25.72 |   +6%˄ | (run time too short) |
+| 93      ||  3677.86 |  3679.68 |   +0%  ||     0.27 |     0.27 |   -0%  |               0.6890 |
+| 94      ||    39.87 |    39.40 |   -1%˄ ||    25.08 |    25.38 |   +1%˄ | (run time too short) |
+| 95      ||  4378.12 |  4373.36 |   -0%  ||     0.23 |     0.23 |   +0%  |               0.9433 |
+| 96      ||    63.31 |    61.44 |   -3%˄ ||    15.80 |    16.27 |   +3%˄ | (run time too short) |
+| 97      ||  2412.40 |  3822.21 |  +58%  ||     0.41 |     0.26 |  -37%  |               0.0000 |
+| 99      ||   987.97 |   999.11 |   +1%˄ ||     1.01 |     1.00 |   -1%˄ | (run time too short) |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 28576.20 | 30221.51 |   +6%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   -1%  |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+|   Notes || ˄ Execution stopped due to max runs reached                                         |
++---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, ordered, 1 client, 24 cores

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_ordered.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_ordered.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                             | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                             |
 |  benchmark_mode               | Ordered                                                                                                                                    | Ordered                                                                                                                                    |
 |  build_type                   | release                                                                                                                                    | release                                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                                      | False                                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                                      | 65535                                                                                                                                      |
 |  clients                      | 1                                                                                                                                          | 1                                                                                                                                          |
 |  compiler                     | clang 14.0.0                                                                                                                               | clang 14.0.0                                                                                                                               |
 |  cores                        | 24                                                                                                                                         | 24                                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                                          | 0                                                                                                                                          |
 |  date                         | 2024-05-06 01:13:42                                                                                                                        | 2024-05-06 05:07:33                                                                                                                        |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                                                    |
 |  max_duration                 | 60000000000                                                                                                                                | 60000000000                                                                                                                                |
 |  max_runs                     | 50                                                                                                                                         | 50                                                                                                                                         |
 |  time_unit                    | ns                                                                                                                                         | ns                                                                                                                                         |
 |  using_scheduler              | True                                                                                                                                       | True                                                                                                                                       |
 |  utilized_cores_per_numa_node | [24]                                                                                                                                       | [24]                                                                                                                                       |
 |  verify                       | False                                                                                                                                      | False                                                                                                                                      |
 |  warmup_duration              | 1000000000                                                                                                                                 | 1000000000                                                                                                                                 |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|         ||      old |      new |        ||      old |      new |        |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 01      ||   189.75 |   185.91 |   -2%˄ ||     5.27 |     5.37 |   +2%˄ | (run time too short) |
+| 03      ||    24.67 |    23.93 |   -3%˄ ||    40.49 |    41.73 |   +3%˄ | (run time too short) |
+| 06      ||   130.56 |   129.68 |   -1%˄ ||     7.66 |     7.71 |   +1%˄ | (run time too short) |
+| 07      ||   152.06 |   143.70 |   -5%˄ ||     6.57 |     6.95 |   +6%˄ | (run time too short) |
+| 09      ||    94.55 |    89.42 |   -5%˄ ||    10.57 |    11.18 |   +6%˄ | (run time too short) |
+| 10      ||    27.79 |    27.80 |   +0%˄ ||    35.94 |    35.93 |   -0%˄ | (run time too short) |
+| 13      ||   189.70 |   193.25 |   +2%˄ ||     5.27 |     5.17 |   -2%˄ | (run time too short) |
+| 15      ||    50.78 |    51.26 |   +1%˄ ||    19.68 |    19.49 |   -1%˄ | (run time too short) |
+| 16      ||    23.34 |    23.32 |   -0%˄ ||    42.79 |    42.83 |   +0%˄ | (run time too short) |
+| 17      ||   102.97 |   102.25 |   -1%˄ ||     9.71 |     9.78 |   +1%˄ | (run time too short) |
+| 19      ||    52.29 |    51.75 |   -1%˄ ||    19.11 |    19.31 |   +1%˄ | (run time too short) |
+| 25      ||    78.18 |    77.34 |   -1%˄ ||    12.79 |    12.92 |   +1%˄ | (run time too short) |
+| 26      ||    85.17 |    80.07 |   -6%˄ ||    11.73 |    12.47 |   +6%˄ | (run time too short) |
+| 28      ||   110.06 |   112.43 |   +2%˄ ||     9.08 |     8.89 |   -2%˄ | (run time too short) |
+| 29      ||   283.10 |   281.74 |   -0%˄ ||     3.53 |     3.55 |   +0%˄ | (run time too short) |
+| 31      ||   387.14 |   374.62 |   -3%˄ ||     2.58 |     2.67 |   +3%˄ | (run time too short) |
+| 32      ||    20.43 |    20.06 |   -2%˄ ||    48.88 |    49.74 |   +2%˄ | (run time too short) |
+| 34      ||    67.92 |    66.03 |   -3%˄ ||    14.71 |    15.14 |   +3%˄ | (run time too short) |
+| 35      ||   322.78 |   313.98 |   -3%˄ ||     3.10 |     3.18 |   +3%˄ | (run time too short) |
+| 37      ||   140.50 |   148.03 |   +5%˄ ||     7.12 |     6.75 |   -5%˄ | (run time too short) |
+| 39a     ||   634.20 |   636.09 |   +0%˄ ||     1.58 |     1.57 |   -0%˄ | (run time too short) |
+| 39b     ||   624.25 |   570.30 |   -9%˄ ||     1.60 |     1.75 |   +9%˄ | (run time too short) |
+| 41      ||   316.54 |   322.80 |   +2%˄ ||     3.16 |     3.10 |   -2%˄ | (run time too short) |
+| 42      ||    35.30 |    35.28 |   -0%˄ ||    28.30 |    28.32 |   +0%˄ | (run time too short) |
+| 43      ||   360.32 |   366.31 |   +2%˄ ||     2.77 |     2.73 |   -2%˄ | (run time too short) |
+| 45      ||    42.05 |    41.95 |   -0%˄ ||    23.76 |    23.82 |   +0%˄ | (run time too short) |
+| 48      ||   314.20 |   313.27 |   -0%˄ ||     3.18 |     3.19 |   +0%˄ | (run time too short) |
+| 50      ||    79.38 |    78.12 |   -2%˄ ||    12.59 |    12.79 |   +2%˄ | (run time too short) |
+| 52      ||    37.52 |    36.92 |   -2%˄ ||    26.63 |    27.06 |   +2%˄ | (run time too short) |
+| 55      ||    32.68 |    32.52 |   -0%˄ ||    30.57 |    30.72 |   +0%˄ | (run time too short) |
+| 62      ||   295.66 |   289.72 |   -2%˄ ||     3.38 |     3.45 |   +2%˄ | (run time too short) |
+| 65      ||  1657.13 |  1387.02 |  -16%  ||     0.60 |     0.72 |  +19%  |               0.0000 |
+| 69      ||    52.01 |    51.73 |   -1%˄ ||    19.21 |    19.32 |   +1%˄ | (run time too short) |
+| 73      ||    39.60 |    37.98 |   -4%˄ ||    25.24 |    26.31 |   +4%˄ | (run time too short) |
+| 79      ||   406.99 |   410.74 |   +1%˄ ||     2.46 |     2.43 |   -1%˄ | (run time too short) |
+| 81      ||   155.05 |   141.02 |   -9%˄ ||     6.44 |     7.08 |  +10%˄ | (run time too short) |
+| 82      ||   158.72 |   166.33 |   +5%˄ ||     6.30 |     6.01 |   -5%˄ | (run time too short) |
+| 83      ||    32.83 |    30.95 |   -6%˄ ||    30.41 |    32.25 |   +6%˄ | (run time too short) |
+| 84      ||     6.66 |     7.00 |   +5%˄ ||   149.79 |   142.29 |   -5%˄ | (run time too short) |
+| 85      ||    44.01 |    45.21 |   +3%˄ ||    22.70 |    22.10 |   -3%˄ | (run time too short) |
+| 88      ||    79.66 |    79.03 |   -1%˄ ||    12.55 |    12.65 |   +1%˄ | (run time too short) |
+| 91      ||     9.81 |    10.40 |   +6%˄ ||   101.65 |    95.93 |   -6%˄ | (run time too short) |
+| 92      ||    33.62 |    33.67 |   +0%˄ ||    29.70 |    29.66 |   -0%˄ | (run time too short) |
+| 93      ||   598.29 |   593.35 |   -1%˄ ||     1.67 |     1.69 |   +1%˄ | (run time too short) |
+| 94      ||    21.50 |    22.63 |   +5%˄ ||    46.45 |    44.14 |   -5%˄ | (run time too short) |
+| 95      ||   537.35 |   539.51 |   +0%˄ ||     1.86 |     1.85 |   -0%˄ | (run time too short) |
+| 96      ||    30.91 |    29.58 |   -4%˄ ||    32.32 |    33.77 |   +4%˄ | (run time too short) |
+| 97      ||  1363.64 |  1214.66 |  -11%˄ ||     0.73 |     0.82 |  +12%˄ |               0.0000 |
+| 99      ||   500.08 |   500.98 |   +0%˄ ||     2.00 |     2.00 |   -0%˄ | (run time too short) |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 11033.72 | 10521.64 |   -5%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   +1%  |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+|   Notes || ˄ Execution stopped due to max runs reached                                         |
++---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 24 clients, 24 cores

Sum of avg. item runtimes: +4% || Geometric mean of throughput changes: -4%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                     | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                     |
 |  benchmark_mode               | Shuffled                                                                                                                           | Shuffled                                                                                                                           |
 |  build_type                   | release                                                                                                                            | release                                                                                                                            |
 |  chunk_indexes                | False                                                                                                                              | False                                                                                                                              |
 |  chunk_size                   | 65535                                                                                                                              | 65535                                                                                                                              |
 |  clients                      | 24                                                                                                                                 | 24                                                                                                                                 |
 |  compiler                     | clang 14.0.0                                                                                                                       | clang 14.0.0                                                                                                                       |
 |  cores                        | 24                                                                                                                                 | 24                                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                                  | 0                                                                                                                                  |
 |  date                         | 2024-05-06 01:23:57                                                                                                                | 2024-05-06 05:17:42                                                                                                                |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                                            |
 |  max_duration                 | 1200000000000                                                                                                                      | 1200000000000                                                                                                                      |
 |  max_runs                     | -1                                                                                                                                 | -1                                                                                                                                 |
 |  time_unit                    | ns                                                                                                                                 | ns                                                                                                                                 |
 |  using_scheduler              | True                                                                                                                               | True                                                                                                                               |
 |  utilized_cores_per_numa_node | [24]                                                                                                                               | [24]                                                                                                                               |
 |  verify                       | False                                                                                                                              | False                                                                                                                              |
 |  warmup_duration              | 0                                                                                                                                  | 0                                                                                                                                  |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   400.51 |   514.50 |  +28%  ||     0.64 |     0.61 |   -4%  |  0.0021 |
+| 03      ||   222.35 |   186.42 |  -16%  ||     0.64 |     0.61 |   -4%  |  0.1786 |
+| 06      ||   537.88 |   586.76 |   +9%  ||     0.64 |     0.61 |   -4%  |  0.2294 |
+| 07      ||   629.81 |   642.40 |   +2%  ||     0.64 |     0.61 |   -4%  |  0.7917 |
+| 09      ||   571.13 |   550.67 |   -4%  ||     0.64 |     0.61 |   -4%  |  0.6761 |
+| 10      ||   466.63 |   450.20 |   -4%  ||     0.64 |     0.61 |   -4%  |  0.7287 |
+| 13      ||  1065.11 |  1115.89 |   +5%  ||     0.64 |     0.61 |   -4%  |  0.4017 |
+| 15      ||   284.01 |   334.71 |  +18%  ||     0.64 |     0.61 |   -4%  |  0.1448 |
+| 16      ||   309.87 |   289.44 |   -7%  ||     0.64 |     0.61 |   -4%  |  0.5819 |
+| 17      ||   776.81 |   863.42 |  +11%  ||     0.64 |     0.61 |   -4%  |  0.1154 |
+| 19      ||   405.51 |   430.83 |   +6%  ||     0.64 |     0.61 |   -4%  |  0.5071 |
+| 25      ||   677.39 |   637.42 |   -6%  ||     0.64 |     0.61 |   -4%  |  0.4589 |
+| 26      ||   324.68 |   341.95 |   +5%  ||     0.64 |     0.61 |   -4%  |  0.6046 |
+| 28      ||   939.12 |   863.98 |   -8%  ||     0.64 |     0.61 |   -4%  |  0.2824 |
+| 29      ||   968.89 |   940.71 |   -3%  ||     0.64 |     0.61 |   -4%  |  0.6065 |
+| 31      ||  1611.30 |  1674.90 |   +4%  ||     0.64 |     0.61 |   -4%  |  0.4316 |
+| 32      ||   104.49 |   116.91 |  +12%  ||     0.64 |     0.61 |   -4%  |  0.4996 |
+| 34      ||   539.69 |   517.39 |   -4%  ||     0.64 |     0.61 |   -4%  |  0.6315 |
+| 35      ||  1295.48 |  1249.96 |   -4%  ||     0.64 |     0.61 |   -4%  |  0.4927 |
+| 37      ||   640.25 |   688.60 |   +8%  ||     0.64 |     0.61 |   -4%  |  0.2762 |
+| 39a     ||  1596.40 |  1696.79 |   +6%  ||     0.64 |     0.61 |   -4%  |  0.1150 |
+| 39b     ||  1482.41 |  1658.02 |  +12%  ||     0.64 |     0.61 |   -4%  |  0.0040 |
+| 41      ||  1336.34 |  1567.85 |  +17%  ||     0.64 |     0.61 |   -4%  |  0.0032 |
+| 42      ||   327.15 |   365.03 |  +12%  ||     0.64 |     0.61 |   -4%  |  0.3115 |
+| 43      ||  1072.22 |  1138.25 |   +6%  ||     0.64 |     0.61 |   -4%  |  0.1943 |
+| 45      ||   552.69 |   545.73 |   -1%  ||     0.64 |     0.61 |   -4%  |  0.8948 |
+| 48      ||  1465.06 |  1379.94 |   -6%  ||     0.64 |     0.61 |   -4%  |  0.1977 |
+| 50      ||   624.85 |   721.46 |  +15%  ||     0.64 |     0.61 |   -4%  |  0.0640 |
+| 52      ||   330.64 |   359.28 |   +9%  ||     0.64 |     0.61 |   -4%  |  0.4548 |
+| 55      ||   299.29 |   292.40 |   -2%  ||     0.64 |     0.61 |   -4%  |  0.8325 |
+| 62      ||   727.48 |   768.25 |   +6%  ||     0.64 |     0.61 |   -4%  |  0.3686 |
+| 65      ||  2547.86 |  2597.83 |   +2%  ||     0.64 |     0.61 |   -4%  |  0.2910 |
+| 69      ||   689.32 |   716.97 |   +4%  ||     0.64 |     0.61 |   -4%  |  0.6426 |
+| 73      ||   346.48 |   351.68 |   +2%  ||     0.64 |     0.61 |   -4%  |  0.8931 |
+| 79      ||   987.48 |  1041.72 |   +5%  ||     0.64 |     0.61 |   -4%  |  0.2833 |
+| 81      ||   341.35 |   376.24 |  +10%  ||     0.64 |     0.61 |   -4%  |  0.2342 |
+| 82      ||   680.54 |   775.27 |  +14%  ||     0.64 |     0.61 |   -4%  |  0.0550 |
+| 83      ||   214.14 |   196.94 |   -8%  ||     0.64 |     0.61 |   -4%  |  0.6083 |
+| 84      ||    88.94 |    76.75 |  -14%  ||     0.64 |     0.61 |   -4%  |  0.4941 |
+| 85      ||   520.93 |   516.87 |   -1%  ||     0.64 |     0.61 |   -4%  |  0.9321 |
+| 88      ||  1472.83 |  1626.97 |  +10%  ||     0.64 |     0.61 |   -4%  |  0.0851 |
+| 91      ||   117.06 |   165.18 |  +41%  ||     0.64 |     0.61 |   -4%  |  0.0763 |
+| 92      ||   192.66 |   203.85 |   +6%  ||     0.64 |     0.61 |   -4%  |  0.7036 |
+| 93      ||  1416.85 |  1497.68 |   +6%  ||     0.64 |     0.61 |   -4%  |  0.1885 |
+| 94      ||   281.07 |   269.61 |   -4%  ||     0.64 |     0.61 |   -4%  |  0.7435 |
+| 95      ||  1371.67 |  1391.38 |   +1%  ||     0.64 |     0.61 |   -4%  |  0.7293 |
+| 96      ||   256.43 |   250.14 |   -2%  ||     0.64 |     0.61 |   -4%  |  0.8062 |
+| 97      ||  2420.90 |  2605.33 |   +8%  ||     0.64 |     0.61 |   -4%  |  0.0062 |
+| 99      ||   957.35 |   974.47 |   +2%  ||     0.64 |     0.61 |   -4%  |  0.6924 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 37489.27 | 39124.97 |   +4%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   -4%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +3%
Configuration Overview - click to expand
 +Configuration Overview---+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                    | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                    |
 |  benchmark_mode         | Shuffled                                                                                                                          | Shuffled                                                                                                                          |
 |  build_type             | release                                                                                                                           | release                                                                                                                           |
 |  chunk_indexes          | False                                                                                                                             | False                                                                                                                             |
 |  chunk_size             | 65535                                                                                                                             | 65535                                                                                                                             |
 |  clients                | 1                                                                                                                                 | 1                                                                                                                                 |
 |  compiler               | clang 14.0.0                                                                                                                      | clang 14.0.0                                                                                                                      |
 |  cores                  | 0                                                                                                                                 | 0                                                                                                                                 |
 |  data_preparation_cores | 0                                                                                                                                 | 0                                                                                                                                 |
 |  date                   | 2024-05-06 01:44:19                                                                                                               | 2024-05-06 05:38:00                                                                                                               |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                                           |
 |  max_duration           | 60000000000                                                                                                                       | 60000000000                                                                                                                       |
 |  max_runs               | -1                                                                                                                                | -1                                                                                                                                |
 |  scale_factor           | 10                                                                                                                                | 10                                                                                                                                |
 |  time_unit              | ns                                                                                                                                | ns                                                                                                                                |
 |  using_scheduler        | False                                                                                                                             | False                                                                                                                             |
 |  verify                 | False                                                                                                                             | False                                                                                                                             |
 |  warmup_duration        | 0                                                                                                                                 | 0                                                                                                                                 |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
+|              ||      old |     new |        ||      old |      new |        |                      |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Delivery     ||    58.18 |   56.75 |   -2%  ||     1.45 |     1.83 |  +26%  | (run time too short) |
+| New-Order    ||    42.04 |   39.86 |   -5%  ||    18.26 |    18.97 |   +4%  |               0.0000 |
+| Order-Status ||     1.92 |    1.87 |   -3%  ||     2.05 |     1.72 |  -16%  |               0.0083 |
+| Payment      ||     7.54 |    7.32 |   -3%  ||    18.31 |    17.77 |   -3%  |               0.0000 |
+| Stock-Level  ||     3.25 |    3.15 |   -3%  ||     1.60 |     1.75 |   +9%  | (run time too short) |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum          ||   112.92 |  108.96 |   -4%  ||          |          |        |                      |
+| Geomean      ||          |         |        ||          |          |   +3%  |                      |
++--------------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 24 clients, 10 warehouses, 24 cores (high contention)

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_highcont.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_highcont.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                             | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                             |
 |  benchmark_mode               | Shuffled                                                                                                                                   | Shuffled                                                                                                                                   |
 |  build_type                   | release                                                                                                                                    | release                                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                                      | False                                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                                      | 65535                                                                                                                                      |
 |  clients                      | 24                                                                                                                                         | 24                                                                                                                                         |
 |  compiler                     | clang 14.0.0                                                                                                                               | clang 14.0.0                                                                                                                               |
 |  cores                        | 24                                                                                                                                         | 24                                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                                          | 0                                                                                                                                          |
 |  date                         | 2024-05-06 01:51:57                                                                                                                        | 2024-05-06 05:39:05                                                                                                                        |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                                                    |
 |  max_duration                 | 600000000000                                                                                                                               | 600000000000                                                                                                                               |
 |  max_runs                     | -1                                                                                                                                         | -1                                                                                                                                         |
 |  scale_factor                 | 10                                                                                                                                         | 10                                                                                                                                         |
 |  time_unit                    | ns                                                                                                                                         | ns                                                                                                                                         |
 |  using_scheduler              | True                                                                                                                                       | True                                                                                                                                       |
 |  utilized_cores_per_numa_node | [24]                                                                                                                                       | [24]                                                                                                                                       |
 |  verify                       | False                                                                                                                                      | False                                                                                                                                      |
 |  warmup_duration              | 0                                                                                                                                          | 0                                                                                                                                          |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|              ||      old |     new |        ||      old |      new |        |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||   113.89 |  113.78 |   -0%  ||    22.15 |    22.23 |   +0%  |  0.8330 |
+|    unsucc.:  ||     1.92 |    1.43 |  -26%  ||     6.95 |     6.95 |   -0%  |         |
+| New-Order    ||    69.64 |   68.52 |   -2%  ||   257.26 |   259.82 |   +1%  |  0.0000 |
+|    unsucc.:  ||     4.87 |    5.35 |  +10%  ||    68.24 |    70.23 |   +3%  |         |
+| Order-Status ||     5.77 |    5.63 |   -3%  ||    29.00 |    29.62 |   +2%  |  0.2434 |
+| Payment      ||    13.08 |   13.00 |   -1%  ||   189.83 |   193.68 |   +2%  |  0.0920 |
+|    unsucc.:  ||     2.38 |    2.42 |   +2%  ||   120.89 |   123.92 |   +3%  |         |
+| Stock-Level  ||     8.91 |    9.25 |   +4%  ||    28.81 |    29.59 |   +3%  |  0.0694 |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Sum          ||   211.29 |  210.18 |   -1%  ||          |          |        |         |
+| Geomean      ||          |         |        ||          |          |   +2%  |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 10 clients, 10 warehouses, 24 cores (low contention)

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_lowcont.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_lowcont.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                            | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                            |
 |  benchmark_mode               | Shuffled                                                                                                                                  | Shuffled                                                                                                                                  |
 |  build_type                   | release                                                                                                                                   | release                                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                                     | False                                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                                     | 65535                                                                                                                                     |
 |  clients                      | 10                                                                                                                                        | 10                                                                                                                                        |
 |  compiler                     | clang 14.0.0                                                                                                                              | clang 14.0.0                                                                                                                              |
 |  cores                        | 24                                                                                                                                        | 24                                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                                         | 0                                                                                                                                         |
 |  date                         | 2024-05-06 02:02:05                                                                                                                       | 2024-05-06 05:49:13                                                                                                                       |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                   | {'default': {'encoding': 'Dictionary'}}                                                                                                   |
 |  max_duration                 | 600000000000                                                                                                                              | 600000000000                                                                                                                              |
 |  max_runs                     | -1                                                                                                                                        | -1                                                                                                                                        |
 |  scale_factor                 | 10                                                                                                                                        | 10                                                                                                                                        |
 |  time_unit                    | ns                                                                                                                                        | ns                                                                                                                                        |
 |  using_scheduler              | True                                                                                                                                      | True                                                                                                                                      |
 |  utilized_cores_per_numa_node | [24]                                                                                                                                      | [24]                                                                                                                                      |
 |  verify                       | False                                                                                                                                     | False                                                                                                                                     |
 |  warmup_duration              | 0                                                                                                                                         | 0                                                                                                                                         |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|              ||      old |     new |        ||      old |      new |        |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||    90.64 |   90.12 |   -1%  ||    10.65 |    10.63 |   -0%  |  0.0004 |
+|    unsucc.:  ||     0.62 |    0.58 |   -6%  ||     0.99 |     0.95 |   -4%  |         |
+| New-Order    ||    63.61 |   62.36 |   -2%  ||   118.23 |   120.65 |   +2%  |  0.0000 |
+|    unsucc.:  ||     4.26 |    4.13 |   -3%  ||    11.86 |    11.89 |   +0%  |         |
+| Order-Status ||     3.90 |    3.92 |   +1%  ||    11.67 |    11.91 |   +2%  |  0.3115 |
+| Payment      ||    12.90 |   12.76 |   -1%  ||   101.78 |   103.05 |   +1%  |  0.0000 |
+|    unsucc.:  ||     1.44 |    1.46 |   +1%  ||    22.58 |    23.62 |   +5%  |         |
+| Stock-Level  ||     5.53 |    5.52 |   -0%  ||    11.57 |    11.73 |   +1%  |  0.5242 |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Sum          ||   176.58 |  174.67 |   -1%  ||          |          |        |         |
+| Geomean      ||          |         |        ||          |          |   +1%  |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                         | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                         |
 |  benchmark_mode         | Ordered                                                                                                                                | Ordered                                                                                                                                |
 |  build_type             | release                                                                                                                                | release                                                                                                                                |
 |  chunk_indexes          | False                                                                                                                                  | False                                                                                                                                  |
 |  chunk_size             | 65535                                                                                                                                  | 65535                                                                                                                                  |
 |  clients                | 1                                                                                                                                      | 1                                                                                                                                      |
 |  compiler               | clang 14.0.0                                                                                                                           | clang 14.0.0                                                                                                                           |
 |  cores                  | 0                                                                                                                                      | 0                                                                                                                                      |
 |  data_preparation_cores | 0                                                                                                                                      | 0                                                                                                                                      |
 |  date                   | 2024-05-06 02:15:41                                                                                                                    | 2024-05-06 06:03:23                                                                                                                    |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                | {'default': {'encoding': 'Dictionary'}}                                                                                                |
 |  max_duration           | 60000000000                                                                                                                            | 60000000000                                                                                                                            |
 |  max_runs               | 50                                                                                                                                     | 50                                                                                                                                     |
 |  time_unit              | ns                                                                                                                                     | ns                                                                                                                                     |
 |  using_scheduler        | False                                                                                                                                  | False                                                                                                                                  |
 |  verify                 | False                                                                                                                                  | False                                                                                                                                  |
 |  warmup_duration        | 1000000000                                                                                                                             | 1000000000                                                                                                                             |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|         ||      old |      new |        ||      old |      new |        |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 10a     ||   153.18 |   149.71 |   -2%˄ ||     6.53 |     6.68 |   +2%˄ | (run time too short) |
+| 10b     ||   100.78 |    99.20 |   -2%˄ ||     9.92 |    10.08 |   +2%˄ | (run time too short) |
+| 10c     ||   358.78 |   356.28 |   -1%˄ ||     2.79 |     2.81 |   +1%˄ | (run time too short) |
+| 11a     ||   105.65 |   106.75 |   +1%˄ ||     9.47 |     9.37 |   -1%˄ | (run time too short) |
+| 11b     ||   100.57 |   101.49 |   +1%˄ ||     9.94 |     9.85 |   -1%˄ | (run time too short) |
+| 11c     ||    20.78 |    20.69 |   -0%˄ ||    48.11 |    48.33 |   +0%˄ | (run time too short) |
+| 11d     ||    23.26 |    23.23 |   -0%˄ ||    42.99 |    43.05 |   +0%˄ | (run time too short) |
+| 12a     ||    31.78 |    31.79 |   +0%˄ ||    31.46 |    31.45 |   -0%˄ | (run time too short) |
+| 12b     ||    26.65 |    26.75 |   +0%˄ ||    37.52 |    37.38 |   -0%˄ | (run time too short) |
+| 12c     ||    73.25 |    73.01 |   -0%˄ ||    13.65 |    13.70 |   +0%˄ | (run time too short) |
+| 13a     ||   179.36 |   178.59 |   -0%˄ ||     5.58 |     5.60 |   +0%˄ | (run time too short) |
+| 13b     ||   231.43 |   230.80 |   -0%˄ ||     4.32 |     4.33 |   +0%˄ | (run time too short) |
+| 13c     ||   186.82 |   186.52 |   -0%˄ ||     5.35 |     5.36 |   +0%˄ | (run time too short) |
+| 13d     ||   505.81 |   507.19 |   +0%˄ ||     1.98 |     1.97 |   -0%˄ | (run time too short) |
+| 14a     ||   102.84 |   101.78 |   -1%˄ ||     9.72 |     9.82 |   +1%˄ | (run time too short) |
+| 14b     ||   108.19 |   108.24 |   +0%˄ ||     9.24 |     9.24 |   -0%˄ | (run time too short) |
+| 14c     ||   211.97 |   210.44 |   -1%˄ ||     4.72 |     4.75 |   +1%˄ | (run time too short) |
+| 15a     ||    77.78 |    77.41 |   -0%˄ ||    12.86 |    12.92 |   +0%˄ | (run time too short) |
+| 15b     ||    81.92 |    81.44 |   -1%˄ ||    12.21 |    12.28 |   +1%˄ | (run time too short) |
+| 15c     ||    51.20 |    50.62 |   -1%˄ ||    19.53 |    19.75 |   +1%˄ | (run time too short) |
+| 15d     ||    48.61 |    47.97 |   -1%˄ ||    20.57 |    20.84 |   +1%˄ | (run time too short) |
+| 16a     ||  1324.91 |  1307.18 |   -1%  ||     0.75 |     0.77 |   +1%  |               0.0000 |
+| 16b     ||  2538.38 |  2500.35 |   -1%  ||     0.39 |     0.40 |   +2%  |               0.0005 |
+| 16c     ||  1482.52 |  1491.73 |   +1%  ||     0.67 |     0.67 |   -1%  |               0.0109 |
+| 16d     ||  1445.24 |  1447.34 |   +0%  ||     0.69 |     0.69 |   -0%  |               0.5113 |
+| 17a     ||   466.51 |   464.95 |   -0%˄ ||     2.14 |     2.15 |   +0%˄ | (run time too short) |
+| 17b     ||   373.68 |   372.11 |   -0%˄ ||     2.68 |     2.69 |   +0%˄ | (run time too short) |
+| 17c     ||   355.19 |   352.92 |   -1%˄ ||     2.82 |     2.83 |   +1%˄ | (run time too short) |
+| 17d     ||   438.72 |   438.04 |   -0%˄ ||     2.28 |     2.28 |   +0%˄ | (run time too short) |
+| 17e     ||  1557.38 |  1567.76 |   +1%  ||     0.64 |     0.64 |   -1%  |               0.0000 |
+| 17f     ||   931.32 |   929.71 |   -0%˄ ||     1.07 |     1.08 |   +0%˄ | (run time too short) |
+| 18a     ||   143.00 |   143.70 |   +0%˄ ||     6.99 |     6.96 |   -0%˄ | (run time too short) |
+| 18b     ||   111.10 |   110.43 |   -1%˄ ||     9.00 |     9.05 |   +1%˄ | (run time too short) |
+| 18c     ||   201.95 |   202.18 |   +0%˄ ||     4.95 |     4.95 |   -0%˄ | (run time too short) |
+| 19a     ||   224.07 |   223.46 |   -0%˄ ||     4.46 |     4.47 |   +0%˄ | (run time too short) |
+| 19b     ||   199.99 |   201.02 |   +1%˄ ||     5.00 |     4.97 |   -1%˄ | (run time too short) |
+| 19c     ||   266.07 |   264.68 |   -1%˄ ||     3.76 |     3.78 |   +1%˄ | (run time too short) |
+| 19d     ||   700.80 |   690.07 |   -2%˄ ||     1.43 |     1.45 |   +2%˄ | (run time too short) |
+| 1a      ||     9.61 |     9.66 |   +0%˄ ||   104.01 |   103.50 |   -0%˄ | (run time too short) |
+| 1b      ||    16.14 |    15.88 |   -2%˄ ||    61.95 |    62.95 |   +2%˄ | (run time too short) |
+| 1c      ||    22.73 |    22.18 |   -2%˄ ||    43.99 |    45.08 |   +2%˄ | (run time too short) |
+| 1d      ||     8.98 |     9.00 |   +0%˄ ||   111.36 |   111.08 |   -0%˄ | (run time too short) |
+| 20a     ||   573.70 |   569.78 |   -1%˄ ||     1.74 |     1.76 |   +1%˄ | (run time too short) |
+| 20b     ||   634.05 |   630.13 |   -1%˄ ||     1.58 |     1.59 |   +1%˄ | (run time too short) |
+| 20c     ||   426.72 |   424.20 |   -1%˄ ||     2.34 |     2.36 |   +1%˄ | (run time too short) |
+| 21a     ||   117.86 |   117.69 |   -0%˄ ||     8.48 |     8.50 |   +0%˄ | (run time too short) |
+| 21b     ||   110.14 |   110.33 |   +0%˄ ||     9.08 |     9.06 |   -0%˄ | (run time too short) |
+| 21c     ||   114.40 |   114.27 |   -0%˄ ||     8.74 |     8.75 |   +0%˄ | (run time too short) |
+| 22a     ||   186.97 |   185.46 |   -1%˄ ||     5.35 |     5.39 |   +1%˄ | (run time too short) |
+| 22b     ||   169.90 |   168.25 |   -1%˄ ||     5.89 |     5.94 |   +1%˄ | (run time too short) |
+| 22c     ||   247.49 |   246.09 |   -1%˄ ||     4.04 |     4.06 |   +1%˄ | (run time too short) |
+| 22d     ||   353.42 |   352.64 |   -0%˄ ||     2.83 |     2.84 |   +0%˄ | (run time too short) |
+| 23a     ||    54.65 |    53.99 |   -1%˄ ||    18.30 |    18.52 |   +1%˄ | (run time too short) |
+| 23b     ||    62.20 |    61.07 |   -2%˄ ||    16.08 |    16.37 |   +2%˄ | (run time too short) |
+| 23c     ||    58.18 |    57.50 |   -1%˄ ||    17.19 |    17.39 |   +1%˄ | (run time too short) |
+| 24a     ||   211.73 |   210.66 |   -1%˄ ||     4.72 |     4.75 |   +1%˄ | (run time too short) |
+| 24b     ||   201.06 |   200.79 |   -0%˄ ||     4.97 |     4.98 |   +0%˄ | (run time too short) |
+| 25a     ||   106.78 |   106.41 |   -0%˄ ||     9.37 |     9.40 |   +0%˄ | (run time too short) |
+| 25b     ||    66.11 |    65.16 |   -1%˄ ||    15.13 |    15.35 |   +1%˄ | (run time too short) |
+| 25c     ||   241.58 |   241.57 |   -0%˄ ||     4.14 |     4.14 |   +0%˄ | (run time too short) |
+| 26a     ||   172.98 |   172.16 |   -0%˄ ||     5.78 |     5.81 |   +0%˄ | (run time too short) |
+| 26b     ||   143.01 |   141.51 |   -1%˄ ||     6.99 |     7.07 |   +1%˄ | (run time too short) |
+| 26c     ||   321.19 |   317.34 |   -1%˄ ||     3.11 |     3.15 |   +1%˄ | (run time too short) |
+| 27a     ||   112.06 |   113.17 |   +1%˄ ||     8.92 |     8.84 |   -1%˄ | (run time too short) |
+| 27b     ||   100.17 |   100.90 |   +1%˄ ||     9.98 |     9.91 |   -1%˄ | (run time too short) |
+| 27c     ||   113.78 |   114.28 |   +0%˄ ||     8.79 |     8.75 |   -0%˄ | (run time too short) |
+| 28a     ||   204.76 |   205.41 |   +0%˄ ||     4.88 |     4.87 |   -0%˄ | (run time too short) |
+| 28b     ||    82.95 |    82.59 |   -0%˄ ||    12.05 |    12.11 |   +0%˄ | (run time too short) |
+| 28c     ||   185.06 |   184.60 |   -0%˄ ||     5.40 |     5.42 |   +0%˄ | (run time too short) |
+| 29a     ||   174.75 |   173.40 |   -1%˄ ||     5.72 |     5.77 |   +1%˄ | (run time too short) |
+| 29b     ||   933.73 |  1001.21 |   +7%˄ ||     1.07 |     1.00 |   -7%˄ | (run time too short) |
+| 29c     ||   213.94 |   213.71 |   -0%˄ ||     4.67 |     4.68 |   +0%˄ | (run time too short) |
+| 2a      ||    29.74 |    29.87 |   +0%˄ ||    33.62 |    33.47 |   -0%˄ | (run time too short) |
+| 2b      ||    27.24 |    27.37 |   +0%˄ ||    36.70 |    36.53 |   -0%˄ | (run time too short) |
+| 2c      ||    22.82 |    22.86 |   +0%˄ ||    43.81 |    43.74 |   -0%˄ | (run time too short) |
+| 2d      ||    58.74 |    58.58 |   -0%˄ ||    17.02 |    17.07 |   +0%˄ | (run time too short) |
+| 30a     ||    92.56 |    92.46 |   -0%˄ ||    10.80 |    10.81 |   +0%˄ | (run time too short) |
+| 30b     ||    96.55 |    95.81 |   -1%˄ ||    10.36 |    10.44 |   +1%˄ | (run time too short) |
+| 30c     ||   159.95 |   159.96 |   +0%˄ ||     6.25 |     6.25 |   -0%˄ | (run time too short) |
+| 31a     ||    80.80 |    80.46 |   -0%˄ ||    12.38 |    12.43 |   +0%˄ | (run time too short) |
+| 31b     ||    87.34 |    86.46 |   -1%˄ ||    11.45 |    11.57 |   +1%˄ | (run time too short) |
+| 31c     ||    90.92 |    89.86 |   -1%˄ ||    11.00 |    11.13 |   +1%˄ | (run time too short) |
+| 32a     ||    15.23 |    15.35 |   +1%˄ ||    65.63 |    65.14 |   -1%˄ | (run time too short) |
+| 32b     ||    36.43 |    36.27 |   -0%˄ ||    27.45 |    27.57 |   +0%˄ | (run time too short) |
+| 33a     ||    35.54 |    35.37 |   -0%˄ ||    28.14 |    28.27 |   +0%˄ | (run time too short) |
+| 33b     ||    21.71 |    21.81 |   +0%˄ ||    46.04 |    45.85 |   -0%˄ | (run time too short) |
+| 33c     ||    45.55 |    45.46 |   -0%˄ ||    21.95 |    22.00 |   +0%˄ | (run time too short) |
+| 3a      ||    71.49 |    71.31 |   -0%˄ ||    13.99 |    14.02 |   +0%˄ | (run time too short) |
+| 3b      ||    19.76 |    19.13 |   -3%˄ ||    50.61 |    52.25 |   +3%˄ | (run time too short) |
+| 3c      ||   220.34 |   218.79 |   -1%˄ ||     4.54 |     4.57 |   +1%˄ | (run time too short) |
+| 4a      ||   149.93 |   148.64 |   -1%˄ ||     6.67 |     6.73 |   +1%˄ | (run time too short) |
+| 4b      ||    18.65 |    17.79 |   -5%˄ ||    53.61 |    56.20 |   +5%˄ | (run time too short) |
+| 4c      ||   188.62 |   187.81 |   -0%˄ ||     5.30 |     5.32 |   +0%˄ | (run time too short) |
+| 5a      ||    65.27 |    64.42 |   -1%˄ ||    15.32 |    15.52 |   +1%˄ | (run time too short) |
+| 5b      ||    65.07 |    64.05 |   -2%˄ ||    15.37 |    15.61 |   +2%˄ | (run time too short) |
+| 5c      ||   101.29 |   101.55 |   +0%˄ ||     9.87 |     9.85 |   -0%˄ | (run time too short) |
+| 6a      ||   180.54 |   179.37 |   -1%˄ ||     5.54 |     5.57 |   +1%˄ | (run time too short) |
+| 6b      ||   194.01 |   192.27 |   -1%˄ ||     5.15 |     5.20 |   +1%˄ | (run time too short) |
+| 6c      ||   171.24 |   170.68 |   -0%˄ ||     5.84 |     5.86 |   +0%˄ | (run time too short) |
+| 6d      ||   386.70 |   384.62 |   -1%˄ ||     2.59 |     2.60 |   +1%˄ | (run time too short) |
+| 6e      ||   176.69 |   175.69 |   -1%˄ ||     5.66 |     5.69 |   +1%˄ | (run time too short) |
+| 6f      ||   708.35 |   708.80 |   +0%˄ ||     1.41 |     1.41 |   -0%˄ | (run time too short) |
+| 7a      ||    87.54 |    87.89 |   +0%˄ ||    11.42 |    11.38 |   -0%˄ | (run time too short) |
+| 7b      ||    80.82 |    81.38 |   +1%˄ ||    12.37 |    12.29 |   -1%˄ | (run time too short) |
+| 7c      ||   546.81 |   548.22 |   +0%˄ ||     1.83 |     1.82 |   -0%˄ | (run time too short) |
+| 8a      ||   198.20 |   196.89 |   -1%˄ ||     5.05 |     5.08 |   +1%˄ | (run time too short) |
+| 8b      ||   192.88 |   192.65 |   -0%˄ ||     5.18 |     5.19 |   +0%˄ | (run time too short) |
+| 8c      ||  1774.67 |  1766.63 |   -0%  ||     0.56 |     0.57 |   +0%  |               0.0153 |
+| 8d      ||   291.46 |   291.30 |   -0%˄ ||     3.43 |     3.43 |   +0%˄ | (run time too short) |
+| 9a      ||   262.07 |   262.16 |   +0%˄ ||     3.82 |     3.81 |   -0%˄ | (run time too short) |
+| 9b      ||   187.08 |   188.25 |   +1%˄ ||     5.35 |     5.31 |   -1%˄ | (run time too short) |
+| 9c      ||   285.42 |   283.24 |   -1%˄ ||     3.50 |     3.53 |   +1%˄ | (run time too short) |
+| 9d      ||   454.64 |   455.32 |   +0%˄ ||     2.20 |     2.20 |   -0%˄ | (run time too short) |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 30274.87 | 30227.32 |   -0%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   +0%  |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+|   Notes || ˄ Execution stopped due to max runs reached                                         |
++---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, ordered, 1 client, 24 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_ordered.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_ordered.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                                 | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                                 |
 |  benchmark_mode               | Ordered                                                                                                                                        | Ordered                                                                                                                                        |
 |  build_type                   | release                                                                                                                                        | release                                                                                                                                        |
 |  chunk_indexes                | False                                                                                                                                          | False                                                                                                                                          |
 |  chunk_size                   | 65535                                                                                                                                          | 65535                                                                                                                                          |
 |  clients                      | 1                                                                                                                                              | 1                                                                                                                                              |
 |  compiler                     | clang 14.0.0                                                                                                                                   | clang 14.0.0                                                                                                                                   |
 |  cores                        | 24                                                                                                                                             | 24                                                                                                                                             |
 |  data_preparation_cores       | 0                                                                                                                                              | 0                                                                                                                                              |
 |  date                         | 2024-05-06 02:44:57                                                                                                                            | 2024-05-06 06:35:53                                                                                                                            |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                        | {'default': {'encoding': 'Dictionary'}}                                                                                                        |
 |  max_duration                 | 60000000000                                                                                                                                    | 60000000000                                                                                                                                    |
 |  max_runs                     | 50                                                                                                                                             | 50                                                                                                                                             |
 |  time_unit                    | ns                                                                                                                                             | ns                                                                                                                                             |
 |  using_scheduler              | True                                                                                                                                           | True                                                                                                                                           |
 |  utilized_cores_per_numa_node | [24]                                                                                                                                           | [24]                                                                                                                                           |
 |  verify                       | False                                                                                                                                          | False                                                                                                                                          |
 |  warmup_duration              | 1000000000                                                                                                                                     | 1000000000                                                                                                                                     |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|         ||      old |      new |        ||      old |      new |        |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 10a     ||    32.32 |    30.53 |   -6%˄ ||    30.91 |    32.72 |   +6%˄ | (run time too short) |
+| 10b     ||    17.91 |    17.70 |   -1%˄ ||    55.74 |    56.39 |   +1%˄ | (run time too short) |
+| 10c     ||    87.73 |    86.38 |   -2%˄ ||    11.39 |    11.57 |   +2%˄ | (run time too short) |
+| 11a     ||    18.88 |    18.83 |   -0%˄ ||    52.87 |    53.02 |   +0%˄ | (run time too short) |
+| 11b     ||    16.90 |    16.65 |   -1%˄ ||    59.08 |    59.96 |   +1%˄ | (run time too short) |
+| 11c     ||    14.20 |    14.43 |   +2%˄ ||    70.27 |    69.15 |   -2%˄ | (run time too short) |
+| 11d     ||    18.34 |    17.98 |   -2%˄ ||    54.43 |    55.51 |   +2%˄ | (run time too short) |
+| 12a     ||    16.17 |    15.97 |   -1%˄ ||    61.74 |    62.51 |   +1%˄ | (run time too short) |
+| 12b     ||     8.96 |     8.75 |   -2%˄ ||   111.31 |   113.87 |   +2%˄ | (run time too short) |
+| 12c     ||    39.84 |    39.83 |   -0%˄ ||    25.08 |    25.08 |   +0%˄ | (run time too short) |
+| 13a     ||   113.18 |   113.77 |   +1%˄ ||     8.83 |     8.78 |   -1%˄ | (run time too short) |
+| 13b     ||    61.86 |    59.07 |   -5%˄ ||    16.16 |    16.92 |   +5%˄ | (run time too short) |
+| 13c     ||    51.08 |    52.51 |   +3%˄ ||    19.56 |    19.03 |   -3%˄ | (run time too short) |
+| 13d     ||   327.78 |   329.35 |   +0%˄ ||     3.05 |     3.04 |   -0%˄ | (run time too short) |
+| 14a     ||    43.68 |    43.88 |   +0%˄ ||    22.88 |    22.77 |   -0%˄ | (run time too short) |
+| 14b     ||    52.71 |    53.08 |   +1%˄ ||    18.96 |    18.82 |   -1%˄ | (run time too short) |
+| 14c     ||   111.94 |   111.19 |   -1%˄ ||     8.93 |     8.99 |   +1%˄ | (run time too short) |
+| 15a     ||    23.79 |    24.28 |   +2%˄ ||    41.98 |    41.14 |   -2%˄ | (run time too short) |
+| 15b     ||    20.29 |    20.60 |   +2%˄ ||    49.22 |    48.47 |   -2%˄ | (run time too short) |
+| 15c     ||    17.97 |    17.84 |   -1%˄ ||    55.57 |    55.96 |   +1%˄ | (run time too short) |
+| 15d     ||    22.97 |    22.15 |   -4%˄ ||    43.48 |    45.08 |   +4%˄ | (run time too short) |
+| 16a     ||   567.91 |   563.51 |   -1%˄ ||     1.76 |     1.77 |   +1%˄ | (run time too short) |
+| 16b     ||  1637.42 |  1629.23 |   -1%  ||     0.61 |     0.61 |   +1%  |               0.1664 |
+| 16c     ||   694.48 |   691.54 |   -0%˄ ||     1.44 |     1.45 |   +0%˄ | (run time too short) |
+| 16d     ||   667.28 |   667.06 |   -0%˄ ||     1.50 |     1.50 |   +0%˄ | (run time too short) |
+| 17a     ||   153.17 |   154.52 |   +1%˄ ||     6.53 |     6.47 |   -1%˄ | (run time too short) |
+| 17b     ||   124.14 |   121.03 |   -3%˄ ||     8.05 |     8.26 |   +3%˄ | (run time too short) |
+| 17c     ||    99.43 |   102.06 |   +3%˄ ||    10.05 |     9.79 |   -3%˄ | (run time too short) |
+| 17d     ||    93.84 |    95.24 |   +1%˄ ||    10.65 |    10.50 |   -1%˄ | (run time too short) |
+| 17e     ||   651.28 |   651.30 |   +0%˄ ||     1.54 |     1.54 |   -0%˄ | (run time too short) |
+| 17f     ||   284.94 |   280.52 |   -2%˄ ||     3.51 |     3.56 |   +2%˄ | (run time too short) |
+| 18a     ||    39.76 |    39.91 |   +0%˄ ||    25.13 |    25.03 |   -0%˄ | (run time too short) |
+| 18b     ||    38.33 |    38.72 |   +1%˄ ||    26.06 |    25.80 |   -1%˄ | (run time too short) |
+| 18c     ||    75.26 |    74.92 |   -0%˄ ||    13.28 |    13.34 |   +0%˄ | (run time too short) |
+| 19a     ||    75.85 |    76.95 |   +1%˄ ||    13.18 |    12.99 |   -1%˄ | (run time too short) |
+| 19b     ||    50.42 |    50.33 |   -0%˄ ||    19.82 |    19.85 |   +0%˄ | (run time too short) |
+| 19c     ||    88.91 |    89.42 |   +1%˄ ||    11.24 |    11.18 |   -1%˄ | (run time too short) |
+| 19d     ||   477.56 |   472.63 |   -1%˄ ||     2.09 |     2.12 |   +1%˄ | (run time too short) |
+| 1a      ||     4.65 |     4.59 |   -1%˄ ||   214.14 |   216.65 |   +1%˄ | (run time too short) |
+| 1b      ||     3.19 |     3.15 |   -1%˄ ||   311.17 |   315.30 |   +1%˄ | (run time too short) |
+| 1c      ||     3.45 |     3.41 |   -1%˄ ||   287.51 |   290.77 |   +1%˄ | (run time too short) |
+| 1d      ||     3.64 |     3.68 |   +1%˄ ||   272.74 |   269.88 |   -1%˄ | (run time too short) |
+| 20a     ||    64.46 |    64.14 |   -0%˄ ||    15.51 |    15.58 |   +0%˄ | (run time too short) |
+| 20b     ||    54.38 |    52.94 |   -3%˄ ||    18.38 |    18.88 |   +3%˄ | (run time too short) |
+| 20c     ||    61.75 |    61.10 |   -1%˄ ||    16.18 |    16.36 |   +1%˄ | (run time too short) |
+| 21a     ||    22.77 |    22.41 |   -2%˄ ||    43.85 |    44.57 |   +2%˄ | (run time too short) |
+| 21b     ||    19.42 |    19.81 |   +2%˄ ||    51.42 |    50.40 |   -2%˄ | (run time too short) |
+| 21c     ||    23.66 |    23.78 |   +1%˄ ||    42.21 |    41.99 |   -1%˄ | (run time too short) |
+| 22a     ||    55.48 |    54.92 |   -1%˄ ||    18.01 |    18.19 |   +1%˄ | (run time too short) |
+| 22b     ||    41.69 |    41.02 |   -2%˄ ||    23.96 |    24.35 |   +2%˄ | (run time too short) |
+| 22c     ||    96.58 |    98.60 |   +2%˄ ||    10.35 |    10.14 |   -2%˄ | (run time too short) |
+| 22d     ||   160.77 |   165.84 |   +3%˄ ||     6.22 |     6.03 |   -3%˄ | (run time too short) |
+| 23a     ||    12.58 |    12.59 |   +0%˄ ||    79.30 |    79.23 |   -0%˄ | (run time too short) |
+| 23b     ||    20.93 |    20.49 |   -2%˄ ||    47.70 |    48.73 |   +2%˄ | (run time too short) |
+| 23c     ||    14.38 |    14.44 |   +0%˄ ||    69.41 |    69.09 |   -0%˄ | (run time too short) |
+| 24a     ||    46.20 |    46.65 |   +1%˄ ||    21.63 |    21.42 |   -1%˄ | (run time too short) |
+| 24b     ||    43.29 |    42.89 |   -1%˄ ||    23.08 |    23.29 |   +1%˄ | (run time too short) |
+| 25a     ||    43.91 |    44.53 |   +1%˄ ||    22.75 |    22.44 |   -1%˄ | (run time too short) |
+| 25b     ||    24.24 |    23.77 |   -2%˄ ||    41.19 |    42.01 |   +2%˄ | (run time too short) |
+| 25c     ||   135.99 |   135.04 |   -1%˄ ||     7.35 |     7.40 |   +1%˄ | (run time too short) |
+| 26a     ||    64.72 |    64.30 |   -1%˄ ||    15.44 |    15.54 |   +1%˄ | (run time too short) |
+| 26b     ||    46.19 |    46.03 |   -0%˄ ||    21.63 |    21.71 |   +0%˄ | (run time too short) |
+| 26c     ||   105.71 |   104.16 |   -1%˄ ||     9.46 |     9.60 |   +1%˄ | (run time too short) |
+| 27a     ||    19.70 |    19.93 |   +1%˄ ||    50.68 |    50.10 |   -1%˄ | (run time too short) |
+| 27b     ||    19.49 |    19.56 |   +0%˄ ||    51.23 |    51.04 |   -0%˄ | (run time too short) |
+| 27c     ||    22.97 |    23.26 |   +1%˄ ||    43.47 |    42.93 |   -1%˄ | (run time too short) |
+| 28a     ||    93.91 |    94.21 |   +0%˄ ||    10.64 |    10.61 |   -0%˄ | (run time too short) |
+| 28b     ||    22.51 |    22.73 |   +1%˄ ||    44.37 |    43.93 |   -1%˄ | (run time too short) |
+| 28c     ||    83.46 |    84.09 |   +1%˄ ||    11.98 |    11.89 |   -1%˄ | (run time too short) |
+| 29a     ||    39.44 |    39.64 |   +1%˄ ||    25.33 |    25.20 |   -1%˄ | (run time too short) |
+| 29b     ||   134.87 |   148.42 |  +10%˄ ||     7.41 |     6.74 |   -9%˄ | (run time too short) |
+| 29c     ||    49.59 |    50.17 |   +1%˄ ||    20.15 |    19.91 |   -1%˄ | (run time too short) |
+| 2a      ||    17.60 |    17.63 |   +0%˄ ||    56.73 |    56.63 |   -0%˄ | (run time too short) |
+| 2b      ||    14.93 |    15.32 |   +3%˄ ||    66.88 |    65.19 |   -3%˄ | (run time too short) |
+| 2c      ||    10.66 |    10.70 |   +0%˄ ||    93.61 |    93.25 |   -0%˄ | (run time too short) |
+| 2d      ||    43.22 |    42.86 |   -1%˄ ||    23.12 |    23.31 |   +1%˄ | (run time too short) |
+| 30a     ||    36.90 |    36.81 |   -0%˄ ||    27.07 |    27.14 |   +0%˄ | (run time too short) |
+| 30b     ||    28.88 |    28.78 |   -0%˄ ||    34.58 |    34.70 |   +0%˄ | (run time too short) |
+| 30c     ||    85.99 |    86.11 |   +0%˄ ||    11.62 |    11.61 |   -0%˄ | (run time too short) |
+| 31a     ||    28.39 |    28.23 |   -1%˄ ||    35.18 |    35.38 |   +1%˄ | (run time too short) |
+| 31b     ||    25.32 |    25.04 |   -1%˄ ||    39.45 |    39.88 |   +1%˄ | (run time too short) |
+| 31c     ||    31.59 |    31.51 |   -0%˄ ||    31.61 |    31.69 |   +0%˄ | (run time too short) |
+| 32a     ||     4.67 |     4.65 |   -0%˄ ||   213.01 |   214.10 |   +1%˄ | (run time too short) |
+| 32b     ||    23.76 |    23.90 |   +1%˄ ||    42.04 |    41.79 |   -1%˄ | (run time too short) |
+| 33a     ||     8.56 |     8.50 |   -1%˄ ||   116.47 |   117.15 |   +1%˄ | (run time too short) |
+| 33b     ||     6.36 |     6.34 |   -0%˄ ||   156.44 |   156.97 |   +0%˄ | (run time too short) |
+| 33c     ||    13.57 |    13.69 |   +1%˄ ||    73.53 |    72.91 |   -1%˄ | (run time too short) |
+| 3a      ||    31.46 |    30.55 |   -3%˄ ||    31.75 |    32.70 |   +3%˄ | (run time too short) |
+| 3b      ||     4.73 |     4.77 |   +1%˄ ||   210.41 |   208.73 |   -1%˄ | (run time too short) |
+| 3c      ||    55.54 |    53.39 |   -4%˄ ||    17.99 |    18.71 |   +4%˄ | (run time too short) |
+| 4a      ||    45.82 |    46.90 |   +2%˄ ||    21.81 |    21.30 |   -2%˄ | (run time too short) |
+| 4b      ||     3.78 |     3.86 |   +2%˄ ||   263.15 |   257.42 |   -2%˄ | (run time too short) |
+| 4c      ||    60.14 |    58.31 |   -3%˄ ||    16.62 |    17.14 |   +3%˄ | (run time too short) |
+| 5a      ||    19.94 |    19.87 |   -0%˄ ||    50.06 |    50.24 |   +0%˄ | (run time too short) |
+| 5b      ||    15.77 |    15.80 |   +0%˄ ||    63.30 |    63.16 |   -0%˄ | (run time too short) |
+| 5c      ||    37.35 |    35.57 |   -5%˄ ||    26.74 |    28.09 |   +5%˄ | (run time too short) |
+| 6a      ||    20.67 |    20.58 |   -0%˄ ||    48.30 |    48.51 |   +0%˄ | (run time too short) |
+| 6b      ||    37.32 |    36.58 |   -2%˄ ||    26.77 |    27.31 |   +2%˄ | (run time too short) |
+| 6c      ||    18.33 |    18.42 |   +0%˄ ||    54.44 |    54.19 |   -0%˄ | (run time too short) |
+| 6d      ||   100.47 |   100.42 |   -0%˄ ||     9.95 |     9.95 |   +0%˄ | (run time too short) |
+| 6e      ||    20.20 |    20.42 |   +1%˄ ||    49.42 |    48.89 |   -1%˄ | (run time too short) |
+| 6f      ||   425.86 |   425.04 |   -0%˄ ||     2.35 |     2.35 |   +0%˄ | (run time too short) |
+| 7a      ||    19.73 |    20.00 |   +1%˄ ||    50.59 |    49.91 |   -1%˄ | (run time too short) |
+| 7b      ||    19.94 |    20.14 |   +1%˄ ||    50.06 |    49.56 |   -1%˄ | (run time too short) |
+| 7c      ||   207.41 |   207.63 |   +0%˄ ||     4.82 |     4.82 |   -0%˄ | (run time too short) |
+| 8a      ||    29.65 |    30.25 |   +2%˄ ||    33.68 |    33.02 |   -2%˄ | (run time too short) |
+| 8b      ||    28.59 |    29.45 |   +3%˄ ||    34.92 |    33.91 |   -3%˄ | (run time too short) |
+| 8c      ||  1050.05 |  1046.03 |   -0%˄ ||     0.95 |     0.96 |   +0%˄ | (run time too short) |
+| 8d      ||   187.44 |   188.20 |   +0%˄ ||     5.33 |     5.31 |   -0%˄ | (run time too short) |
+| 9a      ||   106.37 |   106.34 |   -0%˄ ||     9.40 |     9.40 |   +0%˄ | (run time too short) |
+| 9b      ||    60.69 |    62.37 |   +3%˄ ||    16.47 |    16.02 |   -3%˄ | (run time too short) |
+| 9c      ||   106.31 |   103.49 |   -3%˄ ||     9.40 |     9.66 |   +3%˄ | (run time too short) |
+| 9d      ||   323.63 |   322.94 |   -0%˄ ||     3.09 |     3.10 |   +0%˄ | (run time too short) |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 12016.07 | 11997.32 |   -0%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   +0%  |                      |
++---------++----------+----------+--------++----------+----------+--------+----------------------+
+|   Notes || ˄ Execution stopped due to max runs reached                                         |
++---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 24 clients, 24 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                         | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                         |
 |  benchmark_mode               | Shuffled                                                                                                                               | Shuffled                                                                                                                               |
 |  build_type                   | release                                                                                                                                | release                                                                                                                                |
 |  chunk_indexes                | False                                                                                                                                  | False                                                                                                                                  |
 |  chunk_size                   | 65535                                                                                                                                  | 65535                                                                                                                                  |
 |  clients                      | 24                                                                                                                                     | 24                                                                                                                                     |
 |  compiler                     | clang 14.0.0                                                                                                                           | clang 14.0.0                                                                                                                           |
 |  cores                        | 24                                                                                                                                     | 24                                                                                                                                     |
 |  data_preparation_cores       | 0                                                                                                                                      | 0                                                                                                                                      |
 |  date                         | 2024-05-06 03:01:12                                                                                                                    | 2024-05-06 06:51:54                                                                                                                    |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                | {'default': {'encoding': 'Dictionary'}}                                                                                                |
 |  max_duration                 | 1200000000000                                                                                                                          | 1200000000000                                                                                                                          |
 |  max_runs                     | -1                                                                                                                                     | -1                                                                                                                                     |
 |  time_unit                    | ns                                                                                                                                     | ns                                                                                                                                     |
 |  using_scheduler              | True                                                                                                                                   | True                                                                                                                                   |
 |  utilized_cores_per_numa_node | [24]                                                                                                                                   | [24]                                                                                                                                   |
 |  verify                       | False                                                                                                                                  | False                                                                                                                                  |
 |  warmup_duration              | 0                                                                                                                                      | 0                                                                                                                                      |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   175.19 |   185.27 |   +6%  ||     0.59 |     0.59 |   +0%  |  0.6079 |
+| 10b     ||   131.84 |   156.59 |  +19%  ||     0.59 |     0.59 |   +0%  |  0.3017 |
+| 10c     ||   410.65 |   440.36 |   +7%  ||     0.59 |     0.59 |   +0%  |  0.3598 |
+| 11a     ||    89.77 |    95.35 |   +6%  ||     0.59 |     0.59 |   +0%  |  0.6706 |
+| 11b     ||    88.04 |   105.69 |  +20%  ||     0.59 |     0.59 |   -0%  |  0.2610 |
+| 11c     ||    79.13 |    72.40 |   -9%  ||     0.59 |     0.59 |   +0%  |  0.5949 |
+| 11d     ||    74.27 |    60.07 |  -19%  ||     0.59 |     0.59 |   +0%  |  0.1331 |
+| 12a     ||   111.07 |   139.31 |  +25%  ||     0.59 |     0.59 |   +0%  |  0.1477 |
+| 12b     ||    91.24 |    58.50 |  -36%  ||     0.59 |     0.59 |   +0%  |  0.0186 |
+| 12c     ||   258.96 |   290.96 |  +12%  ||     0.59 |     0.59 |   +0%  |  0.2475 |
+| 13a     ||   373.61 |   362.99 |   -3%  ||     0.59 |     0.59 |   +0%  |  0.6872 |
+| 13b     ||   270.06 |   274.61 |   +2%  ||     0.59 |     0.59 |   +0%  |  0.8488 |
+| 13c     ||   234.02 |   235.75 |   +1%  ||     0.59 |     0.59 |   +0%  |  0.9368 |
+| 13d     ||   649.80 |   708.00 |   +9%  ||     0.59 |     0.59 |   +0%  |  0.0433 |
+| 14a     ||   331.37 |   285.26 |  -14%  ||     0.59 |     0.59 |   -0%  |  0.1225 |
+| 14b     ||   296.72 |   301.05 |   +1%  ||     0.59 |     0.59 |   +0%  |  0.8600 |
+| 14c     ||   405.32 |   388.74 |   -4%  ||     0.59 |     0.59 |   +0%  |  0.6063 |
+| 15a     ||   107.92 |   113.12 |   +5%  ||     0.59 |     0.59 |   +0%  |  0.7358 |
+| 15b     ||   113.19 |    92.81 |  -18%  ||     0.59 |     0.59 |   +0%  |  0.1764 |
+| 15c     ||   136.30 |    96.11 |  -29%  ||     0.59 |     0.59 |   +0%  |  0.0104 |
+| 15d     ||   123.65 |   106.75 |  -14%  ||     0.59 |     0.59 |   +0%  |  0.2250 |
+| 16a     ||  1276.54 |  1303.37 |   +2%  ||     0.59 |     0.59 |   +0%  |  0.5625 |
+| 16b     ||  2441.36 |  2452.57 |   +0%  ||     0.59 |     0.59 |   +0%  |  0.8229 |
+| 16c     ||  1484.30 |  1459.69 |   -2%  ||     0.59 |     0.59 |   +0%  |  0.5978 |
+| 16d     ||  1413.57 |  1440.06 |   +2%  ||     0.59 |     0.59 |   +0%  |  0.5526 |
+| 17a     ||   685.87 |   682.09 |   -1%  ||     0.59 |     0.59 |   +0%  |  0.9227 |
+| 17b     ||   534.75 |   534.68 |   -0%  ||     0.59 |     0.59 |   +0%  |  0.9985 |
+| 17c     ||   484.13 |   496.51 |   +3%  ||     0.59 |     0.59 |   +0%  |  0.7063 |
+| 17d     ||   488.46 |   501.39 |   +3%  ||     0.59 |     0.59 |   +0%  |  0.7218 |
+| 17e     ||  1401.65 |  1374.36 |   -2%  ||     0.59 |     0.59 |   +0%  |  0.5641 |
+| 17f     ||   943.80 |   938.97 |   -1%  ||     0.59 |     0.59 |   +0%  |  0.9118 |
+| 18a     ||   212.39 |   232.45 |   +9%  ||     0.59 |     0.59 |   +0%  |  0.3916 |
+| 18b     ||   325.80 |   333.23 |   +2%  ||     0.59 |     0.59 |   +0%  |  0.8213 |
+| 18c     ||   582.94 |   514.82 |  -12%  ||     0.59 |     0.59 |   +0%  |  0.1098 |
+| 19a     ||   514.44 |   454.09 |  -12%  ||     0.59 |     0.59 |   +0%  |  0.1140 |
+| 19b     ||   313.98 |   325.73 |   +4%  ||     0.59 |     0.59 |   +0%  |  0.6969 |
+| 19c     ||   537.40 |   468.48 |  -13%  ||     0.59 |     0.59 |   +0%  |  0.0534 |
+| 19d     ||  1156.27 |  1156.24 |   -0%  ||     0.59 |     0.59 |   +0%  |  0.9995 |
+| 1a      ||    32.80 |    35.17 |   +7%  ||     0.59 |     0.59 |   -0%  |  0.6961 |
+| 1b      ||    34.70 |    45.50 |  +31%  ||     0.59 |     0.59 |   +0%  |  0.2975 |
+| 1c      ||    50.16 |    52.45 |   +5%  ||     0.59 |     0.59 |   +0%  |  0.8709 |
+| 1d      ||    31.45 |    25.10 |  -20%  ||     0.59 |     0.59 |   +0%  |  0.2583 |
+| 20a     ||   333.92 |   391.60 |  +17%  ||     0.59 |     0.59 |   +0%  |  0.0544 |
+| 20b     ||   330.64 |   311.62 |   -6%  ||     0.59 |     0.59 |   +0%  |  0.4925 |
+| 20c     ||   294.00 |   320.24 |   +9%  ||     0.59 |     0.59 |   +0%  |  0.3385 |
+| 21a     ||   138.43 |   135.25 |   -2%  ||     0.59 |     0.59 |   +0%  |  0.8586 |
+| 21b     ||   117.56 |   108.20 |   -8%  ||     0.59 |     0.59 |   +0%  |  0.5883 |
+| 21c     ||   147.12 |   168.91 |  +15%  ||     0.59 |     0.59 |   +0%  |  0.3550 |
+| 22a     ||   382.87 |   346.83 |   -9%  ||     0.59 |     0.59 |   +0%  |  0.2584 |
+| 22b     ||   342.92 |   297.97 |  -13%  ||     0.59 |     0.59 |   +0%  |  0.1713 |
+| 22c     ||   490.15 |   427.87 |  -13%  ||     0.59 |     0.59 |   +0%  |  0.0619 |
+| 22d     ||   588.96 |   623.05 |   +6%  ||     0.59 |     0.59 |   +0%  |  0.3488 |
+| 23a     ||   126.70 |   135.86 |   +7%  ||     0.59 |     0.59 |   +0%  |  0.6554 |
+| 23b     ||    97.98 |    88.08 |  -10%  ||     0.59 |     0.59 |   +0%  |  0.4333 |
+| 23c     ||   141.34 |   138.71 |   -2%  ||     0.59 |     0.59 |   +0%  |  0.9013 |
+| 24a     ||   294.01 |   321.85 |   +9%  ||     0.59 |     0.59 |   +0%  |  0.3313 |
+| 24b     ||   235.59 |   216.79 |   -8%  ||     0.59 |     0.59 |   +0%  |  0.3941 |
+| 25a     ||   345.16 |   345.56 |   +0%  ||     0.59 |     0.59 |   +0%  |  0.9902 |
+| 25b     ||   166.22 |   151.79 |   -9%  ||     0.59 |     0.59 |   +0%  |  0.4915 |
+| 25c     ||   674.27 |   662.69 |   -2%  ||     0.59 |     0.59 |   +0%  |  0.7757 |
+| 26a     ||   297.24 |   314.75 |   +6%  ||     0.59 |     0.59 |   +0%  |  0.4568 |
+| 26b     ||   177.47 |   234.65 |  +32%  ||     0.59 |     0.59 |   +0%  |  0.0066 |
+| 26c     ||   470.73 |   486.49 |   +3%  ||     0.59 |     0.59 |   +0%  |  0.6264 |
+| 27a     ||   141.56 |   124.56 |  -12%  ||     0.59 |     0.59 |   +0%  |  0.3275 |
+| 27b     ||   159.44 |   131.64 |  -17%  ||     0.59 |     0.59 |   +0%  |  0.1833 |
+| 27c     ||   185.92 |   173.31 |   -7%  ||     0.59 |     0.59 |   -0%  |  0.6722 |
+| 28a     ||   463.49 |   536.83 |  +16%  ||     0.59 |     0.59 |   +0%  |  0.0671 |
+| 28b     ||   185.73 |   216.11 |  +16%  ||     0.59 |     0.59 |   +0%  |  0.2318 |
+| 28c     ||   446.59 |   422.26 |   -5%  ||     0.59 |     0.59 |   +0%  |  0.4032 |
+| 29a     ||   227.49 |   223.91 |   -2%  ||     0.59 |     0.59 |   +0%  |  0.8793 |
+| 29b     ||   328.12 |   359.20 |   +9%  ||     0.59 |     0.59 |   +0%  |  0.2589 |
+| 29c     ||   314.21 |   322.74 |   +3%  ||     0.59 |     0.59 |   +0%  |  0.7948 |
+| 2a      ||   114.75 |   116.45 |   +1%  ||     0.59 |     0.59 |   +0%  |  0.9118 |
+| 2b      ||   110.10 |   110.15 |   +0%  ||     0.59 |     0.59 |   +0%  |  0.9976 |
+| 2c      ||    80.55 |    89.47 |  +11%  ||     0.59 |     0.59 |   +0%  |  0.5308 |
+| 2d      ||   173.19 |   206.62 |  +19%  ||     0.59 |     0.59 |   +0%  |  0.0944 |
+| 30a     ||   248.14 |   275.51 |  +11%  ||     0.59 |     0.59 |   +0%  |  0.2849 |
+| 30b     ||   237.50 |   235.48 |   -1%  ||     0.59 |     0.59 |   +0%  |  0.9319 |
+| 30c     ||   526.64 |   514.69 |   -2%  ||     0.59 |     0.59 |   +0%  |  0.7591 |
+| 31a     ||   188.30 |   215.81 |  +15%  ||     0.59 |     0.59 |   +0%  |  0.2432 |
+| 31b     ||   214.36 |   180.89 |  -16%  ||     0.59 |     0.59 |   +0%  |  0.1832 |
+| 31c     ||   236.21 |   200.80 |  -15%  ||     0.59 |     0.59 |   +0%  |  0.0973 |
+| 32a     ||    48.42 |    49.67 |   +3%  ||     0.59 |     0.59 |   +0%  |  0.9274 |
+| 32b     ||   136.94 |   133.14 |   -3%  ||     0.59 |     0.59 |   +0%  |  0.8093 |
+| 33a     ||   101.18 |    87.48 |  -14%  ||     0.59 |     0.59 |   +0%  |  0.3513 |
+| 33b     ||    78.55 |    75.80 |   -4%  ||     0.59 |     0.59 |   -0%  |  0.8755 |
+| 33c     ||   108.84 |   127.56 |  +17%  ||     0.59 |     0.59 |   +0%  |  0.2868 |
+| 3a      ||   237.13 |   210.85 |  -11%  ||     0.59 |     0.59 |   +0%  |  0.3010 |
+| 3b      ||    84.98 |    70.71 |  -17%  ||     0.59 |     0.59 |   +0%  |  0.4040 |
+| 3c      ||   309.68 |   360.38 |  +16%  ||     0.59 |     0.59 |   -0%  |  0.0898 |
+| 4a      ||   230.84 |   230.00 |   -0%  ||     0.59 |     0.59 |   -0%  |  0.9730 |
+| 4b      ||    61.09 |    63.56 |   +4%  ||     0.59 |     0.59 |   +0%  |  0.8775 |
+| 4c      ||   240.29 |   234.30 |   -2%  ||     0.59 |     0.59 |   +0%  |  0.7804 |
+| 5a      ||   199.22 |   175.23 |  -12%  ||     0.59 |     0.59 |   -0%  |  0.3438 |
+| 5b      ||   158.68 |   132.53 |  -16%  ||     0.59 |     0.59 |   +0%  |  0.2548 |
+| 5c      ||   253.99 |   244.75 |   -4%  ||     0.59 |     0.59 |   +0%  |  0.7186 |
+| 6a      ||   135.61 |   111.92 |  -17%  ||     0.59 |     0.59 |   +0%  |  0.1030 |
+| 6b      ||   142.55 |   154.54 |   +8%  ||     0.59 |     0.59 |   +0%  |  0.5015 |
+| 6c      ||   116.80 |   127.03 |   +9%  ||     0.59 |     0.59 |   +0%  |  0.5968 |
+| 6d      ||   442.03 |   391.46 |  -11%  ||     0.59 |     0.59 |   +0%  |  0.0750 |
+| 6e      ||   148.74 |   152.63 |   +3%  ||     0.59 |     0.59 |   +0%  |  0.8470 |
+| 6f      ||   920.28 |   942.80 |   +2%  ||     0.59 |     0.59 |   +0%  |  0.5104 |
+| 7a      ||   124.02 |   120.48 |   -3%  ||     0.59 |     0.59 |   +0%  |  0.8144 |
+| 7b      ||   146.89 |   132.76 |  -10%  ||     0.59 |     0.59 |   +0%  |  0.4917 |
+| 7c      ||   870.01 |   884.20 |   +2%  ||     0.59 |     0.59 |   +0%  |  0.7236 |
+| 8a      ||   174.88 |   208.61 |  +19%  ||     0.59 |     0.59 |   +0%  |  0.1612 |
+| 8b      ||   147.54 |   159.62 |   +8%  ||     0.59 |     0.59 |   +0%  |  0.5147 |
+| 8c      ||  1747.17 |  1746.30 |   -0%  ||     0.59 |     0.59 |   -0%  |  0.9844 |
+| 8d      ||   541.48 |   522.91 |   -3%  ||     0.59 |     0.59 |   +0%  |  0.5586 |
+| 9a      ||   526.48 |   484.49 |   -8%  ||     0.59 |     0.59 |   +0%  |  0.2232 |
+| 9b      ||   411.78 |   389.14 |   -5%  ||     0.59 |     0.59 |   +0%  |  0.5535 |
+| 9c      ||   503.12 |   583.45 |  +16%  ||     0.59 |     0.59 |   +0%  |  0.0541 |
+| 9d      ||   892.12 |   902.48 |   +1%  ||     0.59 |     0.59 |   +0%  |  0.8183 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 40515.77 | 40492.63 |   -0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +0%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                          | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                          |
 |  benchmark_mode         | Ordered                                                                                                                                 | Ordered                                                                                                                                 |
 |  build_type             | release                                                                                                                                 | release                                                                                                                                 |
 |  chunk_indexes          | False                                                                                                                                   | False                                                                                                                                   |
 |  chunk_size             | 65535                                                                                                                                   | 65535                                                                                                                                   |
 |  clients                | 1                                                                                                                                       | 1                                                                                                                                       |
 |  compiler               | clang 14.0.0                                                                                                                            | clang 14.0.0                                                                                                                            |
 |  cores                  | 0                                                                                                                                       | 0                                                                                                                                       |
 |  data_preparation_cores | 0                                                                                                                                       | 0                                                                                                                                       |
 |  date                   | 2024-05-06 03:22:18                                                                                                                     | 2024-05-06 07:13:08                                                                                                                     |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                 | {'default': {'encoding': 'Dictionary'}}                                                                                                 |
 |  max_duration           | 60000000000                                                                                                                             | 60000000000                                                                                                                             |
 |  max_runs               | 50                                                                                                                                      | 50                                                                                                                                      |
 |  scale_factor           | 10.0                                                                                                                                    | 10.0                                                                                                                                    |
 |  time_unit              | ns                                                                                                                                      | ns                                                                                                                                      |
 |  using_scheduler        | False                                                                                                                                   | False                                                                                                                                   |
 |  verify                 | False                                                                                                                                   | False                                                                                                                                   |
 |  warmup_duration        | 1000000000                                                                                                                              | 1000000000                                                                                                                              |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+---------+--------++----------+----------+--------+----------------------+
+| Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
+|         ||      old |     new |        ||      old |      new |        |                      |
++---------++----------+---------+--------++----------+----------+--------+----------------------+
+| 1.1     ||   406.20 |  399.13 |   -2%˄ ||     2.46 |     2.51 |   +2%˄ | (run time too short) |
+| 1.2     ||   219.23 |  216.61 |   -1%˄ ||     4.56 |     4.62 |   +1%˄ | (run time too short) |
+| 1.3     ||   213.29 |  210.59 |   -1%˄ ||     4.69 |     4.75 |   +1%˄ | (run time too short) |
+| 2.1     ||   530.19 |  529.59 |   -0%˄ ||     1.89 |     1.89 |   +0%˄ | (run time too short) |
+| 2.2     ||   291.27 |  292.32 |   +0%˄ ||     3.43 |     3.42 |   -0%˄ | (run time too short) |
+| 2.3     ||   175.69 |  177.39 |   +1%˄ ||     5.69 |     5.64 |   -1%˄ | (run time too short) |
+| 3.1     ||  2631.02 | 2573.58 |   -2%  ||     0.38 |     0.39 |   +2%  |               0.0215 |
+| 3.2     ||   291.73 |  288.24 |   -1%˄ ||     3.43 |     3.47 |   +1%˄ | (run time too short) |
+| 3.3     ||   125.55 |  122.88 |   -2%˄ ||     7.96 |     8.14 |   +2%˄ | (run time too short) |
+| 3.4     ||   115.84 |  113.07 |   -2%˄ ||     8.63 |     8.84 |   +2%˄ | (run time too short) |
+| 4.1     ||  2494.00 | 2517.91 |   +1%  ||     0.40 |     0.40 |   -1%  |               0.1706 |
+| 4.2     ||   813.27 |  812.13 |   -0%˄ ||     1.23 |     1.23 |   +0%˄ | (run time too short) |
+| 4.3     ||   233.42 |  229.54 |   -2%˄ ||     4.28 |     4.36 |   +2%˄ | (run time too short) |
++---------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum     ||  8540.69 | 8482.98 |   -1%  ||          |          |        |                      |
+| Geomean ||          |         |        ||          |          |   +1%  |                      |
++---------++----------+---------+--------++----------+----------+--------+----------------------+
+|   Notes || ˄ Execution stopped due to max runs reached                                        |
++---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, ordered, 1 client, 24 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_ordered.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_ordered.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                                  | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                                  |
 |  benchmark_mode               | Ordered                                                                                                                                         | Ordered                                                                                                                                         |
 |  build_type                   | release                                                                                                                                         | release                                                                                                                                         |
 |  chunk_indexes                | False                                                                                                                                           | False                                                                                                                                           |
 |  chunk_size                   | 65535                                                                                                                                           | 65535                                                                                                                                           |
 |  clients                      | 1                                                                                                                                               | 1                                                                                                                                               |
 |  compiler                     | clang 14.0.0                                                                                                                                    | clang 14.0.0                                                                                                                                    |
 |  cores                        | 24                                                                                                                                              | 24                                                                                                                                              |
 |  data_preparation_cores       | 0                                                                                                                                               | 0                                                                                                                                               |
 |  date                         | 2024-05-06 03:31:20                                                                                                                             | 2024-05-06 07:18:35                                                                                                                             |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                                                         |
 |  max_duration                 | 60000000000                                                                                                                                     | 60000000000                                                                                                                                     |
 |  max_runs                     | 50                                                                                                                                              | 50                                                                                                                                              |
 |  scale_factor                 | 10.0                                                                                                                                            | 10.0                                                                                                                                            |
 |  time_unit                    | ns                                                                                                                                              | ns                                                                                                                                              |
 |  using_scheduler              | True                                                                                                                                            | True                                                                                                                                            |
 |  utilized_cores_per_numa_node | [24]                                                                                                                                            | [24]                                                                                                                                            |
 |  verify                       | False                                                                                                                                           | False                                                                                                                                           |
 |  warmup_duration              | 1000000000                                                                                                                                      | 1000000000                                                                                                                                      |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+---------+--------++----------+----------+--------+----------------------+
+| Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
+|         ||      old |     new |        ||      old |      new |        |                      |
++---------++----------+---------+--------++----------+----------+--------+----------------------+
+| 1.1     ||    90.08 |   89.22 |   -1%˄ ||    11.10 |    11.20 |   +1%˄ | (run time too short) |
+| 1.2     ||    60.74 |   59.62 |   -2%˄ ||    16.45 |    16.76 |   +2%˄ | (run time too short) |
+| 1.3     ||    57.76 |   57.14 |   -1%˄ ||    17.30 |    17.49 |   +1%˄ | (run time too short) |
+| 2.1     ||   258.24 |  256.81 |   -1%˄ ||     3.87 |     3.89 |   +1%˄ | (run time too short) |
+| 2.2     ||   124.07 |  122.61 |   -1%˄ ||     8.06 |     8.15 |   +1%˄ | (run time too short) |
+| 2.3     ||    44.92 |   44.86 |   -0%˄ ||    22.24 |    22.27 |   +0%˄ | (run time too short) |
+| 3.1     ||   688.43 |  690.11 |   +0%˄ ||     1.45 |     1.45 |   -0%˄ | (run time too short) |
+| 3.2     ||   119.52 |  120.00 |   +0%˄ ||     8.36 |     8.33 |   -0%˄ | (run time too short) |
+| 3.3     ||    56.00 |   56.19 |   +0%˄ ||    17.85 |    17.79 |   -0%˄ | (run time too short) |
+| 3.4     ||    52.82 |   52.89 |   +0%˄ ||    18.92 |    18.89 |   -0%˄ | (run time too short) |
+| 4.1     ||   588.42 |  591.86 |   +1%˄ ||     1.70 |     1.69 |   -1%˄ | (run time too short) |
+| 4.2     ||   250.30 |  250.61 |   +0%˄ ||     3.99 |     3.99 |   -0%˄ | (run time too short) |
+| 4.3     ||    74.98 |   73.90 |   -1%˄ ||    13.33 |    13.52 |   +1%˄ | (run time too short) |
++---------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum     ||  2466.27 | 2465.82 |   -0%  ||          |          |        |                      |
+| Geomean ||          |         |        ||          |          |   +0%  |                      |
++---------++----------+---------+--------++----------+----------+--------+----------------------+
+|   Notes || ˄ Execution stopped due to max runs reached                                        |
++---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 24 clients, 24 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                          | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                          |
 |  benchmark_mode               | Shuffled                                                                                                                                | Shuffled                                                                                                                                |
 |  build_type                   | release                                                                                                                                 | release                                                                                                                                 |
 |  chunk_indexes                | False                                                                                                                                   | False                                                                                                                                   |
 |  chunk_size                   | 65535                                                                                                                                   | 65535                                                                                                                                   |
 |  clients                      | 24                                                                                                                                      | 24                                                                                                                                      |
 |  compiler                     | clang 14.0.0                                                                                                                            | clang 14.0.0                                                                                                                            |
 |  cores                        | 24                                                                                                                                      | 24                                                                                                                                      |
 |  data_preparation_cores       | 0                                                                                                                                       | 0                                                                                                                                       |
 |  date                         | 2024-05-06 03:34:00                                                                                                                     | 2024-05-06 07:21:15                                                                                                                     |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                 | {'default': {'encoding': 'Dictionary'}}                                                                                                 |
 |  max_duration                 | 1200000000000                                                                                                                           | 1200000000000                                                                                                                           |
 |  max_runs                     | -1                                                                                                                                      | -1                                                                                                                                      |
 |  scale_factor                 | 10.0                                                                                                                                    | 10.0                                                                                                                                    |
 |  time_unit                    | ns                                                                                                                                      | ns                                                                                                                                      |
 |  using_scheduler              | True                                                                                                                                    | True                                                                                                                                    |
 |  utilized_cores_per_numa_node | [24]                                                                                                                                    | [24]                                                                                                                                    |
 |  verify                       | False                                                                                                                                   | False                                                                                                                                   |
 |  warmup_duration              | 0                                                                                                                                       | 0                                                                                                                                       |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   538.02 |   534.00 |   -1%  ||     2.26 |     2.27 |   +0%  |  0.8331 |
+| 1.2     ||   323.26 |   301.76 |   -7%  ||     2.26 |     2.27 |   +0%  |  0.1385 |
+| 1.3     ||   297.94 |   292.81 |   -2%  ||     2.26 |     2.27 |   +0%  |  0.7233 |
+| 2.1     ||  1286.07 |  1259.15 |   -2%  ||     2.26 |     2.27 |   +0%  |  0.3735 |
+| 2.2     ||   702.26 |   713.43 |   +2%  ||     2.26 |     2.26 |   -0%  |  0.6079 |
+| 2.3     ||   260.30 |   259.16 |   -0%  ||     2.26 |     2.27 |   +0%  |  0.9281 |
+| 3.1     ||  1968.63 |  1970.19 |   +0%  ||     2.26 |     2.26 |   +0%  |  0.9586 |
+| 3.2     ||   671.18 |   680.46 |   +1%  ||     2.26 |     2.27 |   +0%  |  0.6573 |
+| 3.3     ||   328.61 |   332.86 |   +1%  ||     2.26 |     2.27 |   +0%  |  0.7901 |
+| 3.4     ||   324.59 |   322.05 |   -1%  ||     2.26 |     2.27 |   +0%  |  0.8759 |
+| 4.1     ||  1874.08 |  1843.00 |   -2%  ||     2.26 |     2.26 |   +0%  |  0.3196 |
+| 4.2     ||  1539.44 |  1549.73 |   +1%  ||     2.26 |     2.26 |   +0%  |  0.7506 |
+| 4.3     ||   473.52 |   512.90 |   +8%  ||     2.26 |     2.27 |   +0%  |  0.0335 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 10587.90 | 10571.52 |   -0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +0%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

Bouncner avatar May 06 '24 08:05 Bouncner