DBMLSched: Scheduling In-database Machine Learning Jobs.
Yunjia ZhengYuxuan TianJoseph Vinish D'silvaBettina KemmePublished in: VLDB Workshops (2023)
Keyphrases
- database
- machine learning
- databases
- database systems
- scheduling problem
- scheduling strategy
- scheduling jobs
- processing times
- relational databases
- identical parallel machines
- single machine
- scheduling algorithm
- database management systems
- parallel machines
- identical machines
- minimize total
- computational grids
- data management
- flowshop
- job scheduling
- optimal scheduling
- precedence constraints
- unrelated parallel machines
- resource allocation
- machine learning algorithms
- machine learning methods
- learning algorithm
- information systems
- metadata
- decision trees
- data sets
- computer vision
- feature selection
- maximum lateness
- computer science
- active learning
- flexible manufacturing systems
- query language
- supervised learning
- natural language processing
- knowledge acquisition