分布式系统中的容错管理:一种新的基于leader的共识算法

Fouad Hanna, J. Lapayre, L. Droz-Bartholet
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引用次数: 2

摘要

众所周知,共识算法是容错分布式系统的基本组成部分。在共识的文献中,已经提出了许多算法在不同的系统模型中解决这一问题,但很少有人尝试分析它们的性能。本文针对碰撞停止故障模型提出了一种新的基于leader的一致性算法(FLC算法)。我们的算法使用leader oracle Ω,并采用分散的通信模式。此外,我们还分析并比较了我们的算法与异步分布式系统中最著名的四种一致性算法的性能。我们的结果给出了这些算法的总体性能,并表明我们的算法在使用多播网络模型的系统中发生进程崩溃时提供了最佳性能。同时,我们的算法还提供了非常可接受的性能,即使在单播网络模型中发生崩溃以及系统中没有进程发生崩溃的情况下也是如此。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fault tolerance management in distributed systems: A new leader-based consensus algorithm
It is well known that consensus algorithms are fundamental building blocks for fault tolerant distributed systems. In the literature of consensus, many algorithms have been proposed to solve this problem in different system models but few attempts have been made to analyze their performance. In this paper we present a new leader-based consensus algorithm (FLC algorithm) for the crash-stop failure model. Our algorithm uses the leader oracle Ω and adapts a decentralized communication pattern. In addition, we analyze and compare the performance of our algorithm to four of the most well-known consensus algorithms among asynchronous distributed systems of the crash-stop failure model. Our results give a global idea of the performance of these algorithms and show that our algorithm gives the best performance when process crashes take place in a system using a multicast network model. At the same time, our algorithm also gives a very acceptable performance, even when crashes occur in a unicast network model and in the case where no process crashes happen within the system.
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