Loosely-Stabilizing Algorithm on Almost Maximal Independent Set

IF 0.6 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS IEICE Transactions on Information and Systems Pub Date : 2023-11-01 DOI:10.1587/transinf.2023edp7075
Rongcheng DONG, Taisuke IZUMI, Naoki KITAMURA, Yuichi SUDO, Toshimitsu MASUZAWA
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Abstract

The maximal independent set (MIS) problem is one of the most fundamental problems in the field of distributed computing. This paper focuses on the MIS problem with unreliable communication between processes in the system. We propose a relaxed notion of MIS, named almost MIS (ALMIS), and show that the loosely-stabilizing algorithm proposed in our previous work can achieve exponentially long holding time with logarithmic convergence time and space complexity regarding ALMIS, which cannot be achieved at the same time regarding MIS in our previous work.
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几乎极大独立集上的松弛稳定算法
最大独立集(MIS)问题是分布式计算领域中最基本的问题之一。本文主要研究管理信息系统中进程间通信不可靠的问题。我们提出了一个宽松的MIS概念,称为几乎MIS (ALMIS),并证明了我们之前的工作中提出的松散稳定算法可以在ALMIS上实现指数级长的保持时间和对数收敛时间和空间复杂度,这是我们之前的工作中不能同时实现的MIS。
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来源期刊
IEICE Transactions on Information and Systems
IEICE Transactions on Information and Systems 工程技术-计算机:软件工程
CiteScore
1.80
自引率
0.00%
发文量
238
审稿时长
5.0 months
期刊介绍: Published by The Institute of Electronics, Information and Communication Engineers Subject Area: Mathematics Physics Biology, Life Sciences and Basic Medicine General Medicine, Social Medicine, and Nursing Sciences Clinical Medicine Engineering in General Nanosciences and Materials Sciences Mechanical Engineering Electrical and Electronic Engineering Information Sciences Economics, Business & Management Psychology, Education.
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