Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks (Extended Abstract).
Jingshu PengZhao ChenYingxia ShaoYanyan ShenLei ChenJiannong CaoPublished in: IJCAI (2023)
Keyphrases
- extended abstract
- neural network
- graph structure
- connected components
- graph representation
- weighted graph
- real world
- structured data
- random walk
- online learning
- reinforcement learning
- training algorithm
- graph mining
- graph model
- graph partitioning
- supervised learning
- fuzzy logic
- artificial neural networks
- training set
- pattern recognition
- directed acyclic graph
- spanning tree
- graph data