Design and analysis of an efficient algorithm for coordinated checkpointing in distributed systems

Jiannong Cao, W. Jia, X. Jia, T. Cheung
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引用次数: 5

Abstract

A synchronous checkpointing algorithm coordinates a set of processes in taking checkpoints in such a way that the set of local checkpoints always forms part of a consistent global system state. Whenever a process p requests to take a checkpoint, a set of processes, called the cohorts set of p, must be checked and some of them may also have to take their checkpoints in order to preserve system consistency. Although several synchronous checkpointing algorithms have been proposed in the literature, most of them do not address the performance issue. In this paper we propose an efficient distributed algorithm for synchronous checkpointing. Proof of correctness and analysis of efficiency of the algorithm are presented. It is shown that the algorithm has a better message and time complexity than the existing algorithms. The method proposed in this paper can also be applied to enhance the performance of rollback operation which always require synchronization of the inter-dependent processes.
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分布式系统协同检查点的高效算法设计与分析
同步检查点算法以这样一种方式协调一组获取检查点的进程,使得一组局部检查点始终构成一致的全局系统状态的一部分。每当进程p请求占用检查点时,必须检查一组进程(称为p的队列集),其中一些进程可能还必须占用它们的检查点,以保持系统一致性。虽然文献中已经提出了几种同步检查点算法,但大多数都没有解决性能问题。本文提出了一种高效的分布式同步检查点算法。给出了算法的正确性证明和效率分析。结果表明,该算法比现有算法具有更好的消息复杂度和时间复杂度。本文提出的方法也可以用于提高回滚操作的性能,因为回滚操作总是需要相互依赖的进程同步。
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