Plexus: Taming Billion-edge Graphs with 3D Parallel Full-graph GNN Training
Published in SC'25: Proceedings of the ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis, 2025
Recommended citation: @inproceedings{10.1145/3712285.3759890, author = {Ranjan, Aditya K. and Singh, Siddharth and Wei, Cunyang and Bhatele, Abhinav}, title = {Plexus: Taming Billion-edge Graphs with 3D Parallel Full-graph GNN Training}, year = {2025}, isbn = {9798400714665}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3712285.3759890}, doi = {10.1145/3712285.3759890}, booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis}, pages = {200--216}, numpages = {17}, keywords = {graph neural networks, training, social networks, GPGPUs, SpMM}, series = {SC '25} }
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