Cardinality Estimation of Approximate Substring Queries using Deep Learning.
Suyong KwonWoohwan JungKyuseok ShimPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- deep learning
- cardinality estimation
- query optimization
- selectivity estimation
- query processing
- query optimizers
- unsupervised feature learning
- unsupervised learning
- database operations
- query language
- machine learning
- response time
- efficient processing
- query evaluation
- cost estimation
- data structure
- weakly supervised
- database
- database queries
- mental models
- complex queries
- range queries
- join queries
- database systems
- databases
- cost model
- database management systems
- supervised learning
- data streams
- feature selection
- data sets