Optimizing Machine Learning Inference Queries with Correlative Proxy Models.
Zhihui YangZuozhi WangYicong HuangYao LuChen LiX. Sean WangPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- machine learning
- machine learning models
- model selection
- machine learning methods
- structured prediction
- learning models
- statistical methods
- response time
- databases
- probabilistic model
- range queries
- bayesian networks
- random fields
- data sources
- web search engines
- database
- query logs
- decision trees
- efficient processing
- dynamic bayesian networks
- data mining
- inference process