Vulcan: Automatic Query Planning for Live ML Analytics.
Yiwen ZhangXumiao ZhangGanesh AnanthanarayananAnand P. IyerYuanchao ShuVictor BahlZ. Morley MaoMosharaf ChowdhuryPublished in: NSDI (2024)
Keyphrases
- maximum likelihood
- query processing
- historical stream data
- database
- response time
- query evaluation
- user queries
- fully automatic
- range queries
- cloud computing
- decision support
- data management
- relevance feedback
- semi automatic
- learning analytics
- database queries
- complex queries
- query execution
- query formulation
- planning process
- query expansion
- user defined
- user interaction
- data analysis
- data structure
- keywords
- case study
- data sources
- active learning
- search queries
- ai planning
- databases
- real time