Distributed maximal independent set computation driven by finite-state dynamics

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
{"title":"Distributed maximal independent set computation driven by finite-state dynamics","authors":"E. Goles, Laura Leal, Pedro Montealegre, I. Rapaport, M. R. Wilson","doi":"10.1080/17445760.2022.2153248","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":45411,"journal":{"name":"International Journal of Parallel Emergent and Distributed Systems","volume":null,"pages":null},"PeriodicalIF":0.6000,"publicationDate":"2022-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Parallel Emergent and Distributed Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/17445760.2022.2153248","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"COMPUTER SCIENCE, THEORY & METHODS","Score":null,"Total":0}
引用次数: 0

Abstract

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.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
有限状态动力学驱动的分布式最大独立集计算
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
2.30
自引率
0.00%
发文量
27
期刊最新文献
Enhancing blockchain security through natural language processing and real-time monitoring Verification of cryptocurrency consensus protocols: reenterable colored Petri net model design Security and dependability analysis of blockchain systems in partially synchronous networks with Byzantine faults Fundamental data structures for matrix-free finite elements on hybrid tetrahedral grids Blocking aware offline survivable path provisioning of connection requests in elastic optical networks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1