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• W2434302234 abstract "In recent years we have witnessed a surging interest in developing Big Graph processing systems. To date, tens of Big Graph systems have been proposed. This tutorial provides a timely and comprehensive review of existing Big Graph systems, and summarizes their pros and cons from various perspectives. We start from the existing vertex-centric systems, which which a programmer thinks intuitively like a vertex when developing parallel graph algorithms. We then introduce systems that adopt other computation paradigms and execution settings. The topics covered in this tutorial include programming models and algorithm design, computation models, communication mechanisms, out-of-core support, fault tolerance, dynamic graph support, and so on. We also highlight future research opportunities on Big Graph analytics." @default.
• W2434302234 created "2016-06-24" @default.
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• W2434302234 date "2016-06-26" @default.
• W2434302234 modified "2023-10-12" @default.
• W2434302234 title "Big Graph Analytics Systems" @default.
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• W2434302234 doi "https://doi.org/10.1145/2882903.2912566" @default.
• W2434302234 hasPublicationYear "2016" @default.
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