How well does cuGraph scale? Any information you can share would be interesting
How well does cuGraph scale?
We have tested PageRank and Louvain on 1000+ GPUs. Many other algorithms (except for few with legacy implementations) should scale as well even though we haven’t tested every algorithm for 1000+ GPUs. If you need to run very large graph analytics and if your algorithm of interest does not scale well enough, pleae submit an issue in the cuGraph github page. For more academic reference, see Analyzing Multi-trillion Edge Graphs on Large GPU Clusters: A Case Study with PageRank | IEEE Conference Publication | IEEE Xplore
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