SANCUS: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks.
Jingshu PengZhao ChenYingxia ShaoYanyan ShenLei ChenJiannong CaoPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- neural network
- graph representation
- structured data
- graph model
- directed graph
- random walk
- cooperative
- graph theory
- graph theoretic
- genetic algorithm
- data sets
- weighted graph
- graph structure
- pattern recognition
- graph matching
- neural network model
- real world
- graph partitioning
- bipartite graph
- decision trees
- connected components
- training examples
- online learning
- distributed systems
- fuzzy logic