Centrum: Model-based Database Auto-tuning with Minimal Distributional Assumptions

Yuanhao Lai, Pengfei Zheng, Chenpeng Ji +5

Gaussian-Process-based Bayesian optimization (GP-BO), is a prevailing model-based framework for DBMS auto-tuning. However, recent work shows GP-BO-based DBMS auto-tuners significan…