DGS: Communication-Efficient Graph Sampling for Distributed GNN Training.
Xinchen WanKai ChenYiming ZhangPublished in: ICNP (2022)
Keyphrases
- communication overhead
- lightweight
- distributed systems
- communication cost
- peer to peer
- distributed computation
- graph structure
- computer networks
- weighted graph
- distributed control
- sampling algorithm
- structured data
- random walk
- directed graph
- probabilistic model
- monte carlo
- communication systems
- training process
- graph representation
- sample size
- open systems
- mobile agents
- fully distributed
- spatially distributed
- uniform sampling