Improving HPC System Performance by Predicting Job Resources via Supervised Machine Learning.
Mohammed TanashBrandon DunnDaniel AndresenWilliam H. HsuHuichen YangAdedolapo OkanlawonPublished in: PEARC (2019)
Keyphrases
- supervised machine learning
- manually annotated
- resource allocation
- machine learning
- supervised learning
- active learning
- high performance computing
- resource consumption
- computing infrastructure
- fault tolerance
- resource management
- processing times
- computing resources
- domain specific
- probabilistic model
- low level
- search engine
- data sets