Extending Relational Query Processing with ML Inference.
Konstantinos KaranasosMatteo InterlandiFotis PsallidasRathijit SenKwanghyun ParkIvan PopivanovDoris XinSupun NakandalaSubru KrishnanMarkus WeimerYuan YuRaghu RamakrishnanCarlo CurinoPublished in: CIDR (2020)
Keyphrases
- query processing
- statistical relational learning
- collective classification
- maximum likelihood
- relational databases
- relational data
- bayesian networks
- database systems
- relational learning
- xml data
- index structure
- probabilistic inference
- r tree
- query optimization
- similarity search
- query evaluation
- range queries
- data management
- join operator
- data model
- information extraction
- entity resolution
- cost model
- database
- markov logic
- multidatabase environment
- inference process
- bayesian inference
- relational model
- user queries
- graphical models
- databases