Brief announcement: Distributed minimum vertex coloring and maximum independent set in chordal graphs

Christian Konrad, Viktor Zamaraev

    Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

    5 Citations (Scopus)

    Abstract

    We give deterministic distributed (1 +)-approximation algorithms for Minimum Vertex Coloring and Maximum Independent Set on chordal graphs in the LOCAL model. Our coloring algorithm runs in O(ϵ 1 log n) rounds, and our independent set algorithm has a runtime of O(ϵ 1 log(ϵ 1 ) log n) rounds. For coloring, existing lower bounds imply that the dependencies onϵ 1 and log n are best possible. For independent set, we prove that Ω(ϵ 1 ) rounds are necessary. Both our algorithms make use of the tree decomposition of the input chordal graph. They iteratively peel off interval subgraphs, which are identified via the tree decomposition of the input graph, thereby partitioning the vertex set into O(log n) layers. For coloring, each interval graph is colored independently, which results in various coloring conflicts between the layers. These conflicts are then resolved in a separate phase, using the particular structure of our partitioning. For independent set, only the first O(logϵ 1 ) layers are required as they already contain a large enough independent set. We develop a (1 +)-approximation maximum independent set algorithm for interval graphs, which we then apply to those layers. This work raises the question as to how useful tree decompositions are for distributed computing.

    Original languageEnglish
    Title of host publicationPODC 2018 - Proceedings of the 2018 ACM Symposium on Principles of Distributed Computing
    PublisherAssociation for Computing Machinery
    Pages159-161
    Number of pages3
    ISBN (Print)9781450357951
    DOIs
    Publication statusPublished - 23 Jul 2018
    Event37th ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing, PODC 2018 - Egham, United Kingdom
    Duration: 23 Jul 201827 Jul 2018

    Conference

    Conference37th ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing, PODC 2018
    Country/TerritoryUnited Kingdom
    CityEgham
    Period23/07/1827/07/18

    Keywords

    • Approximation algorithms
    • Chordal graphs
    • Local model
    • Maximum independent set
    • Minimum vertex coloring

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