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PowerGraph: Distributed Graph-Parallel Computation on Natural Graphs Joseph E. Gonzalez Carnegie Mellon University [removed] Yucheng Low
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Document Date: 2012-09-26 18:50:25


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Amazon / Twitter / LiveJournal / Twitter HWood UK / Vertex / /

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United Kingdom / /

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power-law degree distribution / synthetic power-law graphs / graph-parallel systems / fine-grained locking protocol / power-law graph / skewed power-law degree distribution / power-law fan-in / greedy graph-coloring algorithm / distributed graph partitioning algorithms / deployment using real-world applications / data mining / power-law constant / follower network / power-law fan-in graph / parallel locking protocol / characteristic linear power-law form / web-graph / source shortest path algorithms / power-law degree distributions / power-law graph computation / greedy algorithm / power-law fan-in graphs / natural language processing / social networks / power-law graphs / social network / numerical algorithms / targeted advertising / /

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Linux / /

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University of Washington / U.S. Securities and Exchange Commission / Carnegie Mellon University / /

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Ai / Bulk Synchronous (Sync) / Danny Bickson Carnegie / /

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architect / algorithm designer / representative / scheduler / /

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Piccolo / EC2 cc1.4xlarge Linux / /

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C++ / /

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Xeon X5570 processors / greedy graph-coloring algorithm / three distributed graph partitioning algorithms / RAM / randomized algorithm / av / source shortest path algorithms / underlying algorithm / fine-grained locking protocol / Linux / Xeon E5620 processors / MLDM algorithms / machine learning / parallel locking protocol / Ethernet / natural language processing / resulting algorithm / greedy algorithm / data mining / caching / simulation / /

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