Can Uncertainty Quantification Improve Learned Index Benefit Estimation?

Tao Yu, Zhaonian Zou, Hao Xiong

Index tuning is crucial for optimizing database performance by selecting optimal indexes based on workload. The key to this process lies in an accurate and efficient benefit estima…