有限状态动力学驱动的分布式最大独立集计算

IF 0.6 Q4 COMPUTER SCIENCE, THEORY & METHODS International Journal of Parallel Emergent and Distributed Systems Pub Date : 2022-12-06 DOI:10.1080/17445760.2022.2153248
E. Goles, Laura Leal, Pedro Montealegre, I. Rapaport, M. R. Wilson
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引用次数: 0

摘要

极大独立集(MIS)是成对非相邻顶点的包含极大集。MIS的计算是分布式计算的核心问题之一。本文介绍并分析了一种计算任意无向图上最大独立集(MIS)的有限状态分布式随机算法。我们的算法是自稳定的(在任何初始配置上都能达到正确的输出),可以在条件非常匮乏的系统上实现。我们分析了该算法的收敛时间,表明在许多情况下,该算法在对数时间内收敛的概率很高。
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Distributed maximal independent set computation driven by finite-state dynamics
ABSTRACT A Maximal Independent Set (MIS) is an inclusion maximal set of pairwise non-adjacent vertices. The computation of an MIS is one of the core problems in distributed computing. In this article, we introduce and analyze a finite-state distributed randomized algorithm for computing a Maximal Independent Set (MIS) on arbitrary undirected graphs. Our algorithm is self-stabilizing (reaches a correct output on any initial configuration) and can be implemented on systems with very scarce conditions. We analyze the convergence time of the proposed algorithm, showing that in many cases the algorithm converges in logarithmic time with high probability.
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CiteScore
2.30
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发文量
27
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