EmbedPart: Embedding-Driven Graph Partitioning for Scalable Graph Neural Network Training

Nikolai Merkel, Ruben Mayer, Volker Markl +1

Graph Neural Networks (GNNs) are widely used for learning on graph-structured data, but scaling GNN training to massive graphs remains challenging. To enable scalable distributed t…