HyScale-GNN: A Scalable Hybrid GNN Training System on Single-Node Heterogeneous Architecture.
Yi-Chien LinViktor K. PrasannaPublished in: IPDPS (2023)
Keyphrases
- multilayer neural network
- scalable distributed
- training set
- management system
- real time
- supervised learning
- training examples
- loosely coupled
- network architecture
- databases
- multi processor
- highly distributed
- highly flexible
- distributed architecture
- data flow
- training algorithm
- conceptual model
- software architecture
- case study
- training phase
- highly scalable
- web scale
- test set
- architectural design
- heterogeneous systems
- lightweight
- layered architecture
- artificial neural networks
- real world
- neural network
- feedforward artificial neural networks