“Graph Traversal at 30 billion edges per second with NVIDIA GPUs: I will discuss current research on the MapGraph platform. MapGraph is a new and disruptive technology for ultra-fast processing of large graphs on commodity many-core hardware. On a single GPU you can analyze the bitcoin transaction graph in .35 seconds. With MapGraph on 64 NVIDIA K20 GPUs, you can traverse a scale-free graph of 4.3 billion directed edges in .13 seconds for a throughput of 32 Billion Traversed Edges Per Second (32 GTEPS). I will explain why GPUs are an interesting option for data intensive applications, how we map graphs onto many-core processors, and what the future looks like for the MapGraph platform.
Session Summary
Graph Traversal at 30 billion edges per second with NVIDIA GPUs
MLconf 2015 New York City
Bryan Thompson
Systap
Chief Scientist and Founder
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