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Technical Perspective:: From Think Parallel to Think Sequential

Published: 10 September 2018 Publication History

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References

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Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, and Carlos Guestrin. Graphlab: A distributed framework for machine learning in the cloud. CoRR, abs/1107.0922, 2011.
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Grzegorz Malewicz, Matthew H. Austern, Aart J. C. Bik, James C. Dehnert, Ilan Horn, Naty Leiser, and Grzegorz Czajkowski. Pregel: a system for large-scale graph processing. In SIGMOD, pages 135-146, 2010.
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Svilen Mihaylov, Zachary G. Ives, and Sudipto Guha. REX: Recursive, delta-based data-centric computation. In PVLDB, 2012.
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Derek Gordon Murray, Frank McSherry, Rebecca Isaacs, Michael Isard, Paul Barham, and Mart'?n Abadi. Naiad: a timely dataflow system. In SOSP, pages 439-455, 2013.
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Reynold S Xin, Joseph E Gonzalez, Michael J Franklin, and Ion Stoica. Graphx: A resilient distributed graph system on spark. In First International Workshop on Graph Data Management Experiences and Systems, page 2. ACM, 2013.
[6]
Da Yan, Yingyi Bu, Yuanyuan Tian, and Amol Deshpande. Big graph analytics platforms. Foundations and Trends R in Databases, 7(1-2):1-195, 2017.
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Da Yan, James Cheng, Yi Lu, and Wilfred Ng. Blogel: A block-centric framework for distributed computation on real-world graphs. Proceedings of the VLDB Endowment, 7(14):1981-1992, 2014.
  1. Technical Perspective:: From Think Parallel to Think Sequential

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    Published In

    cover image ACM SIGMOD Record
    ACM SIGMOD Record  Volume 47, Issue 1
    March 2018
    45 pages
    ISSN:0163-5808
    DOI:10.1145/3277006
    Issue’s Table of Contents

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 10 September 2018
    Published in SIGMOD Volume 47, Issue 1

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