A research team has introduced a new out-of-core mechanism, Capsule, for large-scale GNN training, which can achieve up to a ...

Graph Neural Networks (GNNs) have demonstrated strengths ... GNN training framework, Capsule, which provides a solution for large-scale GNN training. Unlike existing out-of-core GNN frameworks ...

The model, utilizing a capsule-based graph neural network, accounted for network ... on a system with an Intel Core i7 processor, using Python, OpenDSSDirect application programming interface ...