Datalog with External Machine Learning Functions for Automated Cloud Resource Configuration.
Zhuoxun ZhengOgnjen SavkovicHuu Phuc LuuAhmet SoyluEvgeny KharlamovBaifan ZhouPublished in: ISWC (Posters/Demos/Industry) (2023)
Keyphrases
- machine learning
- cloud computing environment
- expressive power
- cloud computing
- resource management
- semi automated
- feature selection
- query answering
- machine learning methods
- pattern recognition
- logic programming
- deductive databases
- resource allocation
- support vector machine
- learning algorithm
- information extraction
- databases
- neural network
- machine learning approaches
- data mining
- fully automated
- inductive learning
- decision trees
- integrity constraints
- reinforcement learning
- computer science
- query language
- database
- text classification
- computational intelligence
- text mining
- statistical methods
- query processing
- learning systems
- relational algebra
- transitive closure
- datalog programs