Optimizing ML Inference Queries Under Constraints.
Ziyu LiMariette SchönfeldWenbo SunMarios FragkoulisRihan HaiAlessandro BozzonAsterios KatsifodimosPublished in: ICWE (2023)
Keyphrases
- maximum likelihood
- query processing
- datalog queries
- query language
- database
- web search engines
- query containment
- database queries
- response time
- constraint satisfaction
- bayesian networks
- answering queries
- linear constraints
- complex queries
- constrained optimization
- query answering
- user queries
- search queries
- tree patterns
- belief networks
- boolean queries
- image retrieval