crossrefMachine Learning and Knowledge Extraction2026-05-13
Automatic Index Tuning via Quantum Deep Reinforcement Learning
Jorge Duarte, Le Gruenwald, Laurent D’Orazio, Jorge Bernardino
The Index Selection Problem (ISP) refers to the task of automatically identifying the most appropriate set of indexes for a given database workload that can minimize execution costs. However, ISP is a fundamental yet complex challenge in database management systems. In the era of…