A Deep Learning Based Cost Model for Automatic Code Optimization.
Riyadh BaghdadiMassinissa MerouaniMohamed-Hicham LeghettasKamel AbdousTaha ArbaouiKarima BenatchbaSaman P. AmarasinghePublished in: MLSys (2021)
Keyphrases
- cost model
- deep learning
- execution plan
- query optimization
- complex queries
- query plan
- query processing
- unsupervised learning
- query execution
- range queries
- machine learning
- data sets
- unsupervised feature learning
- query optimizer
- mental models
- neural network
- regular expressions
- weakly supervised
- domain specific
- feature space
- database systems
- databases