Machine Learning Algorithms for Active Monitoring of High Performance Computing as a Service (HPCaaS) Cloud Environments.
Gianluca LongoniRyan LaMotheJeremy TeutonMark GreavesNicole NicholsWilliam SmithPublished in: CoRR (2020)
Keyphrases
- machine learning algorithms
- high performance computing
- computing environments
- computing infrastructure
- benchmark data sets
- scientific computing
- computing resources
- cloud services
- learning algorithm
- cloud computing
- computational science
- machine learning
- decision trees
- computing systems
- machine learning methods
- grid computing
- massively parallel
- parallel computing
- energy efficiency
- data center
- machine learning approaches
- machine learning models
- management system
- real time
- virtual machine
- standard machine learning algorithms
- transfer learning
- web services
- formal methods
- limited resources
- mobile agents
- data mining
- data sets