Can Transfer Learning be used to build a Query Optimizer?
Yunjia ZhangYannis ChronisJignesh M. PatelTheodoros RekatsinasPublished in: CIDR (2022)
Keyphrases
- transfer learning
- query optimizer
- query optimization
- database systems
- database management systems
- cost model
- object oriented databases
- query processing
- query evaluation
- optimization process
- knowledge transfer
- active learning
- reinforcement learning
- labeled data
- cross domain
- query execution
- semi supervised learning
- collaborative filtering
- machine learning
- text mining
- learning algorithm
- machine learning algorithms
- target domain
- databases
- transfer knowledge
- join algorithms
- query plan
- text categorization
- continuous queries
- access methods
- neural network
- materialized views
- xml data
- object oriented
- join operations
- data model
- unlabeled data
- supervised learning
- data points
- path expressions
- stream processing