Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication.
Meng ZhangQinghao HuPeng SunYonggang WenTianwei ZhangPublished in: CoRR (2023)
Keyphrases
- communication overhead
- communication cost
- early stopping
- computer networks
- spatially distributed
- fully distributed
- distributed control
- cooperative
- distributed environment
- directed graph
- distributed network
- multi party
- graph representation
- random walk
- boosted classifiers
- asynchronous communication
- distributed constraint satisfaction problems
- distributed constraint satisfaction
- training process
- message transmission
- distributed systems
- communication networks
- graph structure
- graph model
- multi agent
- hearing impaired
- open systems
- exchange information
- weighted graph
- graph theory
- lightweight
- feature selection
- communication protocol
- information sharing
- mobile agents
- training examples
- training samples
- global knowledge
- peer to peer
- supervised learning
- training set
- single point of failure
- decision trees
- neural network