Budget-aware Index Tuning with Reinforcement Learning.
Wentao WuChi WangTarique SiddiquiJunxiong WangVivek R. NarasayyaSurajit ChaudhuriPhilip A. BernsteinPublished in: SIGMOD Conference (2022)
Keyphrases
- reinforcement learning
- index selection
- function approximation
- reinforcement learning algorithms
- state space
- database
- index structure
- markov decision processes
- policy search
- machine learning
- learning algorithm
- physical design
- indexing method
- least squares
- robotic control
- optimal control
- transfer learning
- learning process
- multi agent
- optimal policy
- dynamic programming
- relational databases
- learning agent
- clustering algorithm
- information retrieval
- neural network
- real time