UDO: Universal Database Optimization using Reinforcement Learning.
Junxiong WangImmanuel TrummerDebabrota BasuPublished in: CoRR (2021)
Keyphrases
- database
- reinforcement learning
- database systems
- databases
- optimization problems
- data sets
- optimization algorithm
- data model
- function approximation
- optimization process
- discrete optimization
- model free
- database schema
- combinatorial optimization
- optimization model
- optimal control
- global optimization
- optimization method
- database applications
- genetic algorithm
- data management
- relational databases
- query language
- dynamic programming