Expediting Distributed DNN Training with Device Topology-Aware Graph Deployment.
Shiwei ZhangXiaodong YiLansong DiaoChuan WuSiyu WangWei LinPublished in: CoRR (2023)
Keyphrases
- training process
- distributed systems
- graph representation
- small world
- lightweight
- distributed environment
- topological information
- fully connected
- random walk
- graph model
- graph theory
- bipartite graph
- training examples
- training algorithm
- weighted graph
- graph matching
- mobile agents
- peer to peer
- multi agent
- graph databases
- fault tolerant
- distributed sensor networks
- graph structure
- neural network
- supervised learning
- semi supervised
- search algorithm
- cooperative
- e learning