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Sublogarithmic distributed mis algorithm for sparse graphs using nash-williams decomposition

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    125 Scopus citations

    Abstract

    We study the distributed maximal independent set (henceforth,MIS) problem on sparse graphs.Currently, there are known algorithms with a sublogarithmic running time for this problem on oriented trees and graphs of bounded degrees. We devise the first sublogarithmic algorithm for computing an MIS on graphs of bounded arboricity. This is a large family of graphs that includes graphs of bounded degree, planar graphs, graphs of bounded genus, graphs of bounded treewidth, graphs that exclude a fixed minor, and many other graphs. We also devise efficient algorithms for coloring graphs from these families. These results are achieved by the following technique that may be of independent interest.Our algorithm startswith computing a certain graphtheoretic structure, called Nash-Williams forests-decomposition. Then this structure is used to compute the MIS or coloring. Our results demonstrate that this methodology is very powerful. Finally, we show nearly-tight lower bounds on the running time of any distributed algorithm for computing a forests-decomposition.

    Original languageEnglish
    Pages (from-to)363-379
    Number of pages17
    JournalDistributed Computing
    Volume22
    Issue number5-6
    DOIs
    StatePublished - 1 Jan 2010

    Keywords

    • Arboricity
    • Coloring
    • Forests-decomposition
    • MIS

    ASJC Scopus subject areas

    • Theoretical Computer Science
    • Hardware and Architecture
    • Computer Networks and Communications
    • Computational Theory and Mathematics

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