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🛀🏻 CMU-15445 Learn database with Andy Pavlo

mirror repository of https://github.com/cmu-db/bustub


schedule at https://15445.courses.cs.cmu.edu/fall2020/schedule.html

assignments at https://15445.courses.cs.cmu.edu/fall2020/assignments.html

video available at YouTube for fall 2019

<Database System Concepts 7e> online chapters at https://www.db-book.com/db7/online-chapters-dir/index.html


Projects

projects can be auto-graded on gradescope via access code 5VX7JZ


Progress

  • [x] Lecture #01: Course Introduction and the Relational Model
    • [x] Readings: Chapters 1-2, 27
    • [x] Video
  • [x] Lecture #02: Advanced SQL
    • [x] Readings: Chapters 3-5
    • [x] Video
  • [x] Lecture #03: Database Storage I
    • [x] Readings: Chapter 12.1-12.4, 13.2-13.3
    • [x] Video
  • [x] Lecture #04: Database Storage II
    • [x] Video
  • [x] Lecture #05: Buffer Pools
    • [x] Readings: Chapter 13.2-13.5
    • [x] Video
  • [x] Lecture #06: Hash Tables
    • [x] Readings: Chapter 14.5, 24.5
    • [x] Video
  • [x] Lecture #07: Trees Indexes I
    • [x] Readings: Chapter 14.1-14.4
    • [x] Video
  • [x] Lecture #08: Trees Indexes II
    • [x] Video
  • [x] Lecture #09: Index Concurrency Control
    • [x] Readings: Chapter 18.10.2
    • [x] Video
  • [x] Lecture #10: Sorting + Aggregations
    • [x] Readings: Chapter 15.4-15.5
    • [x] Video
  • [x] Lecture #11: Joins Algorithms
    • [x] Readings: Chapter 15.4-15.6
    • [x] Video
  • [x] Lecture #12: Query Execution I
    • [x] Readings: Chapter 15.1-15.3, 15.7
    • [x] Video
  • [x] Lecture #13: Query Execution II
    • [x] Readings: Chapter 22
    • [x] Video
  • [x] Lecture #14: Query Planning & Optimization I
    • [x] Readings: Chapter 16
    • [x] Video
  • [x] Lecture #15: Query Planning & Optimization II
    • [x] Video
  • [x] Lecture #16: Concurrency Control Theory
    • [x] Readings: Chapter 18
    • [x] Video
  • [x] Lecture #17: Two-Phase Locking Concurrency Control
    • [x] Readings: Chapter 18.1-18.3, 18.9
    • [x] Video
  • [x] Lecture #18: Timestamp Ordering Concurrency Control
    • [x] Readings: Chapter 18.5-18.6
    • [x] Video
  • [x] Lecture #19: Multi-Version Concurrency Control
    • [x] Readings: Chapter 18.7-18.8
    • [x] Video
  • [x] Lecture #20: Logging Protocols + Schemes
    • [x] Readings: Chapter 19.1-19.8
    • [x] Video
  • [x] Lecture #21: Crash Recovery Algorithms
    • [x] Readings: Chapter 19.1-19.9
    • [x] Video
  • [x] Lecture #22: Introduction to Distributed Databases
    • [x] Readings: Chapter 20.4-20.5, 21, 23.1-23.4
    • [x] Video
  • [x] Lecture #23: Distributed OLTP Database Systems
    • [x] Readings: Chapter 20.4-20.5, 21, 23.1-23.4
    • [x] Video
  • [x] Lecture #24: Distributed OLAP Database Systems
    • [x] Readings: Chapter 20.7, 22.9
    • [x] Video
  • [x] Lecture #25: Shasank Chavan (Oracle In-Memory Databases)
    • [x] Video
  • [x] Lecture #26: Final Review / Other Systems
    • [x] Video