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City Santa Clara / / Company LSI / Twitter / Facebook / Vertex / FlashGraph / Intel / / Country United States / / Event Company Expansion / / Facility Computer Science Johns Hopkins University Joshua Vogelstein Institute / / IndustryTerm fundamental computing pattern / power-law distribution / inmemory processing / graph computing / database systems / graph traversal algorithms / Web page crawls / graph processing / asynchronous execution / graph algorithms / graph-processing engine / excessive hardware / multicore processors / graph algorithm / shared-memory graph processing framework / social networking / distributed graph-processing framework / semi-external memory graph-processing engine / commodity hardware / graph processing engine / hardware processors / web graph / large-scale data processing framework / computing / web graphs / software ecosystems / user graph algorithms / graph applications / semi-external memory graph traversal algorithms / graph processing frameworks / breadth-first search / parallel processing / subdomain Web graph / multicore server / basic and complex graph algorithms / Graph processing engines / given algorithm / bulk-synchronous processing / / MusicAlbum I/O / / NaturalFeature I/O channel / / OperatingSystem Linux / / Organization USENIX Association / Department of Applied Mathematics and Statistics Johns Hopkins University Abstract Graph / Johns Hopkins University / Alexander S. Szalay Department of Physics / Computational Medicine Department / Randal Burns Department / / Person Randal Burns / Carey E. Priebe / Trinity / Joshua Vogelstein / / Position default scheduler / per-thread vertex scheduler / vertex scheduler vertex scheduler / v0 head / per-thread scheduler / Graph index v0 head / vertex scheduler / novel task scheduler / scheduler / / ProvinceOrState British Columbia / / Technology RAM / SSDs Graph algorithms / Linux / Xeon E5-4620 processors / random access / shared memory / data caching / specific hardware processors / two graph algorithms / executing graph algorithms / flash / machine learning / multicore processors / graph traversal algorithms / graph algorithms / 47 user graph algorithms / Load balancing / graph algorithm / semi-external memory graph traversal algorithms / given algorithm / caching / parallel processing / / URL www.usenix.org/conference/fast15/technical-sessions/presentation/zheng / / SocialTag 
FlashGraph: Processing Billion-Node Graphs on an Array of Commodity SSDs Da Zheng, Disa Mhembere, Randal Burns, Joshua Vogelstein, Carey E. Priebe, and Alexander S. Szalay, Johns Hopkins University https://www.usenix.org