Towards a Hands-Free Query Optimizer through Deep Learning.
Ryan MarcusOlga PapaemmanouilPublished in: CIDR (2019)
Keyphrases
- deep learning
- query optimizer
- hands free
- query optimization
- database systems
- database management systems
- user interface
- cost model
- object oriented databases
- eye gaze
- user friendly
- unsupervised learning
- query evaluation
- query processing
- machine learning
- optimization process
- query execution
- text entry
- weakly supervised
- database
- query plan
- continuous queries
- data model
- mental models
- data streams
- databases
- xml data
- management system
- eye movements
- computer vision
- data management
- image database
- text mining
- facial expressions
- viewpoint
- data mining
- data analysis
- knowledge base