MariusGNN: Resource-Efficient Out-of-Core Training of Graph Neural Networks.
Roger WaleffeJason MohoneyTheodoros RekatsinasShivaram VenkataramanPublished in: EuroSys (2023)
Keyphrases
- neural network
- training algorithm
- pattern recognition
- training process
- artificial neural networks
- training set
- back propagation
- graph model
- random walk
- computationally efficient
- test set
- graph theory
- connected components
- neural network training
- feedforward neural networks
- neural nets
- multilayer perceptron
- resource allocation
- training examples
- training data
- e learning
- social networks
- machine learning