IA2: Leveraging Instance-Aware Index Advisor with Reinforcement Learning for Diverse Workloads.
Taiyi WangEiko YonekiPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- database systems
- function approximation
- wide variety
- index structure
- dynamic programming
- machine learning
- genetic algorithm
- policy search
- structural similarity
- temporal difference
- action selection
- markov decision processes
- computer systems
- database
- robotic control
- multi agent
- learning algorithm
- multidimensional index structures
- information retrieval systems
- temporal difference learning
- indexing method
- knn
- high dimensional
- real time