MCTuner: Spatial Decomposition-Enhanced Database Tuning via LLM-Guided Exploration

Zihan Yan, Rui Xi, Mengshu Hou

Database knob tuning is essential for optimizing the performance of modern database management systems, which often expose hundreds of knobs with continuous or categorical values.…