Resource auto-scaling for SQL-like queries in the cloud based on parallel reinforcement learning.
Mohamed Mehdi KandiShaoyi YinAbdelkader HameurlainPublished in: Int. J. Grid Util. Comput. (2019)
Keyphrases
- query language
- reinforcement learning
- database queries
- relational database systems
- database
- database query languages
- recursive queries
- relational algebra
- query processing
- cloud computing
- query evaluation
- relational database management systems
- aggregate functions
- relational tables
- response time
- relational data model
- aggregate queries
- resource allocation
- expressive power
- data model
- relational databases
- databases
- commercial database systems
- map reduce
- sql statements
- model free
- sql queries
- parallel processing
- web search engines
- relational model
- structured query language
- resource selection
- database engine
- relational calculus
- function approximation
- database applications
- data types
- markov decision processes
- transitive closure
- xml data
- database management systems
- data management
- data sources
- efficient processing
- database server
- xml documents
- search engine
- information retrieval