Self-tunable DBMS Replication with Reinforcement Learning.
Luis FerreiraFábio CoelhoJosé PereiraPublished in: DAIS (2020)
Keyphrases
- reinforcement learning
- database management systems
- database
- database systems
- function approximation
- fault tolerant
- data types
- distributed databases
- state space
- learning algorithm
- multi agent
- query processing
- database management
- data model
- optimal policy
- fault tolerance
- model free
- dynamic programming
- relational dbms
- data management
- management system
- data base management systems
- group communication
- physical design
- reinforcement learning algorithms
- ibm db
- databases
- markov decision processes
- learning process
- temporal difference
- learning problems
- markov decision process
- data processing
- multi agent systems
- policy search
- machine learning
- robotic control