Scheduling ML training on unreliable spot instances.
Sheng YangSamir KhullerSunav ChoudharySubrata MitraKanak MahadikPublished in: UCC Companion (2021)
Keyphrases
- maximum likelihood
- scheduling problem
- training process
- training set
- training phase
- training algorithm
- scheduling algorithm
- information systems
- dynamic scheduling
- randomly generated
- test set
- training samples
- online learning
- training examples
- serious games
- supervised learning
- hidden markov models
- database systems
- real time database systems
- real time