Workload-Aware Performance Tuning for Multimodel Databases Based on Deep Reinforcement Learning.
Jun SunFeng YeNadia NedjahMing ZhangDong XuPublished in: Int. J. Intell. Syst. (2023)
Keyphrases
- databases
- reinforcement learning
- relational databases
- response time
- function approximation
- database
- reinforcement learning algorithms
- state space
- temporal difference
- database systems
- data model
- multi agent
- database applications
- data retrieval
- temporal difference learning
- data structure
- knowledge discovery
- data management
- markov decision processes
- metadata
- optimal control
- learning classifier systems
- action selection
- information systems
- neural network