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algorithms cmu

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  1. F2023 #14 - Query Planning & Optimization (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  2. F2023 #13 - Query Execution Part 2 (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  3. F2023 #12 - Query Execution Part 1 (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  4. F2023 #11 - Join Algorithms (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  5. F2023 #10 - Sorting & Aggregation Algorithms (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  6. F2023 #09 - Index Concurrency Control (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  7. F2023 #08 - B+Tree Indexes (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  8. F2023 #07 - Hash Tables (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  9. F2023 #06 - Database Memory & Disk I/O Management (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  10. F2023 #05 - Storage Models & Database Compression (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  11. F2023 #04 - Database Storage Part 2 (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  12. F2023 #03 - Database Storage Part 1 (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  13. F2023 #00 - Course Overview & Logistics (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  14. F2023 #02 - Modern SQL (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  15. F2023 #01 - Relational Model & Algebra (CMU Intro to Database Systems)CMU Intro to Database Systems (15-445/645 - Fall 2023)Notes
  16. 15 - Database Networking (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  17. 14 - Server-side Logic Execution / User-defined Functions (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  18. 13 - Multi-Way / Worst-Case Optimal Join Algorithms (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  19. 12 - Parallel Sort-Merge Join Algorithms (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  20. 11 - Parallel Hash Join Algorithms (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  21. 10 - Query Vectorization vs. Compilation (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  22. 09 - Query Compilation & JIT Code Generation (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  23. 08 - Vectorized Query Execution with SIMD (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  24. 07 - Query Scheduling (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  25. 06 - Query Execution & Processing Models (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  26. 05 - Database Compression (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  27. 04 - Analytical Database Indexes (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  28. 03 - Database Storage Models & Data Layout (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  29. 02 - Modern Analytical Database Systems (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  30. 01 - History of Databases (CMU Advanced Databases / Spring 2023)15-721 Advanced Database Systems (Spring 2023)Notes
  31. 15 - Concurrency Control Theory (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes
  32. 14 - Query Planning & Optimization (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes
  33. 13 - Parallel Query Execution (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes
  34. 12 - Query Execution 1 (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes
  35. 11 - Join Algorithms (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes
  36. 10 - Sorting & Aggregation Algorithms (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes
  37. 09 - Concurrent Indexes (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes
  38. 08 - B+Tree Indexes (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes
  39. 07 - Hash Tables (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes
  40. 06 - Memory Management + Buffer Cache (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes
  41. 05 - Columnar Databases & Compression (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes
  42. 04 - Database Storage 2 (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes
  43. 03 - Database Storage 1 (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes
  44. 02 - Modern SQL (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes
  45. 01 - Relational Model & Relational Algebra (CMU Intro to Database Systems / Fall 2022)CMU Intro to Database Systems (15-445/645 - Fall 2022)Notes

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