Scheduling OLTP Transactions via Machine Learning.
Yangjun ShengAnthony TomasicTieying ShengAndrew PavloPublished in: CoRR (2019)
Keyphrases
- machine learning
- transaction processing
- real time database systems
- database systems
- scheduling problem
- concurrency control
- scheduling algorithm
- distributed databases
- knowledge acquisition
- timing constraints
- machine learning algorithms
- real time databases
- data mining
- database management systems
- information extraction
- computational intelligence
- active learning
- deadlock free
- learning tasks
- main memory
- round robin
- real time systems
- supervised learning
- pattern recognition
- database
- learning systems
- resource allocation
- machine learning approaches
- real time transaction processing
- parallel machines
- concurrent execution
- database transactions
- machine learning methods
- text classification
- text mining
- support vector machine
- knowledge representation
- decision trees
- learning algorithm
- distributed database systems
- database server
- database applications
- model selection
- natural language processing
- computer science
- artificial intelligence