Scheduling Deep Learning Jobs in Multi-Tenant GPU Clusters via Wise Resource Sharing.
Yizhou LuoQiang WangShaohuai ShiJiaxin LaiShuhan QiJiajia ZhangXuan WangPublished in: CoRR (2024)
Keyphrases
- deep learning
- resource sharing
- resource allocation
- multi tenant
- computational grids
- grid computing
- parallel machines
- load balancing
- distributed computing
- data center
- cloud computing
- information sharing
- unsupervised learning
- machine learning
- peer to peer
- scheduling problem
- clustering algorithm
- virtual organization
- network resources
- weakly supervised
- pairwise
- mobile agents
- scheduling algorithm
- real time
- data points
- mental models
- resource management
- wireless sensor networks
- virtual machine
- semi supervised
- information systems
- data management