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cluster data collected from production clusters in Alibaba for cluster management research

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Thank you for making these traces open-source! I have some questions about MSCallGraph timestamp, I've searched the issues but have not found an answer. 1) It seems like the timestamp...

**Question 1:** In `pai_task_table`, I have noticed that 223965 of the 1261050 rows have NaN `plan_gpu` values. Is there a reason for these values being marked as NaN? Is there...

1.as shown in the picture"evaluator" is for inference job ,and the "runtime" is giant: ![1695265375378](https://github.com/alibaba/clusterdata/assets/34826891/9f678eb7-cf60-4706-8fb4-d3fb9cb00b5b) 2.in the paper(MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters),Figure...

Hi, I am trying to identify the services from MS_CallGraph_Table in MicroserviceTrace-v2021, and analyze the dynamic call graphs for each service. I follow the next steps to do this: 1....

您好,我按照命令bash fetchData.sh start_date=0d0 end_date=1d1下载了v2022集群的一段时间的数据 我想知道Node数据和MSResource数据的时间是否一一对应,即在Node数据和MSResource数据中相同的时间戳是否对应同一段物理时间

In ReadMe of [Micro-architecture](https://github.com/alibaba/clusterdata/tree/master/cluster-trace-microarchitecture-v2022) for **container_meta** table keys container_cpu_spec, container_mem_spec, pod_cpu_spec, pod_mem_spec are of type INT. But, the dataset downloaded has the keys in float. Can anyone please explain the...

如题,请问ICPP'22 AMTrace中用到的kperf工具是否会开源或提供bin下载,谢谢

Hi, I am trying to run this repo for the alibaba 2017 cluster dataset. But there is no output generated. https://github.com/y-ding/nurd-mlsys22-code Please take a look.

In cluster-trace-microservices-v2021, the MS_CallGraph_Table is divided into multiple file stores. Will a call graph (corresponding to the same traceID) be stored in multiple files?