Holmes: Towards Distributed Training Across Clusters with Heterogeneous NIC Environment.
Fei YangShuang PengNing SunFangyu WangYuanyuan WangFu WuJiezhong QiuAimin PanPublished in: ICPP (2024)
Keyphrases
- clustering algorithm
- heterogeneous environments
- computing environments
- distributed systems
- heterogeneous data
- distributed control
- mobile robot
- distributed information systems
- lightweight
- virtual training
- training algorithm
- training samples
- distributed data
- loosely coupled
- training process
- computing platform
- distributed heterogeneous
- multiple autonomous
- distributed data sources
- hierarchical clustering
- cooperative
- supervised learning
- distributed environment
- computer networks
- data clustering
- heterogeneous networks
- document clustering
- grid environment
- training phase
- input data
- peer to peer
- subspace clustering
- data sources
- communication cost
- decision trees
- transparent access
- real time