Token Loss Detection for Random Walk based Algorithm

Thibault Bernard, A. Bui, D. Sohier
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Abstract

Self-stabilizing token circulation algorithms are not always adapted for dynamic networks. Random walks are well known to play a crucial role in the design of randomized algorithms. The combination of these two concepts makes it possible to design a solution that is adaptive to topology changes and is tolerant to transient faults. Our purpose in this paper is to study the behavior of such algorithms with possible transient failures. We provide a probabilistic analysis of the waiting time. More precisely, we give two bounds on the probability for a processor to wait for the token more than a certain amount of time. The first bound is based on the token return time (the expected time for the token to visit again a processor) and the second one, a tighter upper bound, is based on its variance. Next, we characterize a local ¿criterion of suspicion¿ for each processor to be in a faulty global configuration; in fact a token loss detection. Thanks to this criterion, we propose to refine the timeout procedure used in [6, 1]. Thus, an improved version of an adaptive and self-stabilizing random walk token circulation algorithm can be designed.
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基于随机游走算法的令牌丢失检测
自稳定令牌循环算法并不总是适用于动态网络。众所周知,随机漫步在随机算法的设计中起着至关重要的作用。这两个概念的结合使得设计一种既能适应拓扑变化又能容忍瞬态故障的解决方案成为可能。本文的目的是研究这类算法在可能的瞬态失效情况下的行为。我们提供了等待时间的概率分析。更准确地说,我们给出了处理器等待令牌超过一定时间的概率的两个界限。第一个边界是基于令牌返回时间(令牌再次访问处理器的预期时间),第二个边界是一个更严格的上限,是基于它的方差。接下来,我们描述了每个处理器处于错误全局配置中的局部“怀疑标准”;实际上是一个令牌丢失检测。由于这个标准,我们建议改进[6,1]中使用的超时过程。因此,可以设计一种自适应自稳定随机游走令牌循环算法的改进版本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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