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GTC ON-DEMAND

Big Data Analytics
Presentation
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Gunrock: A High-Performance Graph Processing Library on the GPU
Abstract:
For large-scale graph analytics on the GPU, the irregularity of data access and control flow and the complexity of programming GPUs have been two significant challenges for developing a programmable high-performance graph library. "Gunrock", our graph-processing system, uses a high-level bulk-synchronous abstraction with traversal and computation steps, designed specifically for the GPU. It is a framework that is general, straightforward to program, and fast (on par with hardwired primitives and faster than any other programmable GPU library).
 
Topics:
Big Data Analytics, Tools & Libraries
Type:
Poster
Event:
GTC Silicon Valley
Year:
2015
Session ID:
P5326
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