Fundamental Algorithms in Distributed Systems

Zhiliang Wan
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Abstract

A distributed system is a collection of spatially separated processes that communicate over a network and coordinate their actions by exchanging messages. Because of the failure-prone nature of the network and the processes themselv es, many complex problems arise in distributed systems. If not addressed, these problems can prove to be significantly costly to applications that involve communication and coordination betw een multiple processes. Many of these problems can be overcome through the use of fundamental algorithms for ordering, coordination, and agreement. This paper will review some of these algorithms, including synchroni zation, ordering of events, mutual exclusion, election, multicast, consensus, and Byzantine Generals Problem.
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分布式系统中的基本算法
分布式系统是空间上分离的进程的集合,这些进程通过网络进行通信,并通过交换消息来协调它们的动作。由于网络和过程本身容易发生故障的特性,分布式系统中出现了许多复杂的问题。如果不加以解决,这些问题可能会对涉及多个进程之间的通信和协调的应用程序造成巨大的代价。通过使用排序、协调和协议的基本算法,可以克服许多这些问题。本文将回顾其中的一些算法,包括同步、事件排序、互斥、选举、多播、共识和拜占庭将军问题。
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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