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MapGraph: A High Level API for Fast Development of High Performance Graph Analytics on GPUs ∗ Zhisong Fu
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Document Date: 2014-12-04 13:31:39


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File Size: 285,76 KB

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New York / /

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Zhisong Fu SYSTAP LLC / GPU Technology / Baxter / LLC SYSTAP LLC / NVIDIA Corporation / Merrill / Ford / Intel / /

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United States / /

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USD / /

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Facility

MapGraph Computation Pipeline / /

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power-law degree distribution / high computing capacity / coarse-grained parallelism systems / graph processing work / graph processing platforms / high-level graph processing framework / it possible to write many algorithms / parallel graph algorithms / asynchronous iterative algorithms / search starts / graph search algorithm / graph processing / higher level applications / large-scale graph processing / software packages / graph algorithms / web connectivity / power-law vertex degree distribution / graph algorithm / graph analytics algorithms / data-parallel graph processing / software architecture / manycore hardware / sorted search / using an efficient sorted search / /

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Scatter / Gather / /

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Defense Advanced Research Projects Agency / USENIX Association / /

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Lauro Beltrao Costa / M. Ripeanu / N. Abdullah Gharaibeh / /

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MapGraph / /

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C / C++ / /

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New York / California / /

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ufl / /

Technology

SOA / SSSP algorithm / CONCLUSIONS Parallel graph algorithms / asynchronous iterative algorithms / API / BellmanFord algorithm / graph analytics algorithms / machine learning / specific graph algorithm / shared memory / Operating Systems / DSL / same graph algorithms / graph algorithms / 4.2 Strategies Parallel graph algorithms / PageRank algorithm / graph algorithm / graph search algorithm / parallel graph algorithms / Parallel Processing / /

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www.dropbox.com/s/994xui3sgk5pa4c / http /

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