UDO: Universal Database Optimization using Reinforcement Learning.
Junxiong WangImmanuel TrummerDebabrota BasuPublished in: Proc. VLDB Endow. (2021)
Keyphrases
- database
- reinforcement learning
- databases
- optimization algorithm
- database systems
- optimization problems
- multi objective
- database applications
- global optimization
- query language
- data model
- database queries
- optimization process
- learning algorithm
- database schema
- integrity constraints
- model free
- state space
- optimal policy
- data management
- supervised learning
- dynamic programming
- relational databases
- search engine
- data sets