The automatic DBMS configuration tool
Role in this project:
ML Engineer Contributions:116 commits, 70 PRs, 2 pushes in 9 months
Contributions summary:Xinying primarily focused on modifying and testing a DDPG (Deep Deterministic Policy Gradient) model within the OtterTune project, a tool for automatic DBMS configuration. Their contributions included changing expected values in tests, adjusting hyperparameters, and modifying the reward function. They also worked on simulating a DB tuning environment to test DDPG performance.
dbmsmysqldatabase-accessdbtdatabase
Contributions:1 release, 5 commits, 4 pushes in 1 year