Target-based Resource Allocation for Deep Learning Applications in a Multi-tenancy System.
Wenjia ZhengYun SongZihao GuoYongchen CuiSuwen GuYing MaoLong ChengPublished in: HPEC (2019)
Keyphrases
- resource allocation
- deep learning
- unsupervised learning
- resource management
- resource allocation problems
- unsupervised feature learning
- optimal resource allocation
- machine learning
- resource allocation and scheduling
- deep architectures
- resource allocation decisions
- mental models
- allocation problems
- scarce resources
- allocation strategies
- allocate resources
- higher order
- distributed resource allocation
- resource usage
- decentralized decision making
- maximum likelihood
- multi agent systems
- multiscale
- decision making
- learning algorithm