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GTC ON-DEMAND

Accelerated Data Science
Presentation
Media
Accelerating Graph Algorithms with RAPIDS
Abstract:

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.

 
Topics:
Accelerated Data Science, Algorithms & Numerical Techniques
Type:
Talk
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9783
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