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Last Updated: August 27, 2026
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Videos for 07 Join Ordering Bottom Up Cmu Optimize
1. #07 - Join Ordering: Bottom-up (CMU Optimize!)
Andy Pavlo ( cs.
2. #08 - Join Ordering: Top-Down / Transformational (CMU Optimize!)
Andy Pavlo ( cs.
3. #11 - Unnesting Queries (CMU Optimize!)
Andy Pavlo ( cs.
4. #09 - Search Parallelization: Bottom-up (CMU Optimize!)
Andy Pavlo ( cs.
5. Join Order Optimization with (almost) no Statistics by Tom Ebergen
Moving on to
6. #12 - Query Cost Models: Statistics (CMU Optimize!)
Andy Pavlo ( cs.
7. #14 - Query Cost Models: More Cardinality Estimation (CMU Optimize!)
Andy Pavlo ( cs.
8. #06 - Query Plan Transformations (CMU Optimize!)
Andy Pavlo ( cs.
9. #03 - IBM Starburst Query Rewriter + Optimizer (CMU Optimize!)
Andy Pavlo ( cs.
10. #04 - EXODUS + Volcano Query Optimizer Generators (CMU Optimize!)
Andy Pavlo ( cs.
11. #01 - SQL Optimization Background (CMU Optimize!)
Andy Pavlo ( cs.
12. #05 - Cascades Query Optimizer (CMU Optimize!)
Andy Pavlo ( cs.
13. #02 - History of Query Optimizers ft. IBM System R (CMU Optimize!)
Andy Pavlo ( cs.
14. CMU Advanced Database Systems - 18 Parallel Sort-Merge Join Algorithms (Spring 2019)
Prof. Andy Pavlo ( cs.
15. 14 - Query Planning & Optimization II (CMU Intro to Database Systems / Fall 2021)
Instructor: Lin Ma ( cs.
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