CATune: Structural Constraint-Aware Bayesian Optimization for DBMS Configuration Tuning

Fangping Lan, Qi Zhang, Eduard Dragut

Modern DBMSs expose hundreds of configuration knobs, resulting in a high-dimensional and heterogeneous search space that makes automated tuning costly. Existing ML-based tuning sys…