GTC Silicon Valley-2019: Accelerating Graph Algorithms with RAPIDS
GTC Silicon Valley-2019 ID:S9783:Accelerating Graph Algorithms with RAPIDS
Graphs are a ubiquitous part of technology we use daily in systems like GPS graphs help find the shortest path between two points and in social networks, which use them to help users find friends. We'll explain why analyzing these vast networks with possibly billions of entries requires the computing power of GPUs. We'll then discuss the performance of graph algorithms on the GPU and show benchmarking results from several graph frameworks. We'll also cover the RAPIDS roadmap that will help unify these frameworks and make them easy to use and simple to deploy.