DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network Interpretation.
Dong HeMaureen DaumWalter CaiMagdalena BalazinskaPublished in: Proc. VLDB Endow. (2021)
Keyphrases
- neural network
- query processing
- query language
- skyline queries
- result set
- high level
- database
- artificial neural networks
- response time
- range queries
- user defined
- complex queries
- efficient processing
- query result
- user queries
- neural network model
- retrieval systems
- candidate set
- back propagation
- recurrent neural networks
- aggregation queries
- exact and approximate
- web queries
- approximate answers
- query formulation
- neural network is trained
- visual query language
- database queries
- search queries
- query evaluation
- web search engines
- sql queries
- tree patterns
- query logs
- xml data
- fuzzy logic
- knowledge representation
- database systems