Checkpoint and restart for distributed components in XCAT3

S. Krishnan, Dennis Gannon
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引用次数: 27

Abstract

With the advent of grid computing, more and more high-end computational resources become available for use to a scientist. While this opens up new avenues for scientific research, it makes reliability and fault tolerance of such a system a non-trivial task, especially for long running distributed applications. In order to solve this problem, we present a distributed user-defined checkpointing mechanism within the XCAT3 system. XCAT3 is a framework for component component architecture (CCA) based components consistent with current Grid standards. We describe in detail the algorithms and APIs that are added to XCAT3 in order to support distributed checkpointing. Our approach ensures that the checkpoints are platform independent, minimal in size, and always available during component failures. In addition, our algorithms maintain correctness in the presence of failures and scale well with the number of components, and checkpoint size.
XCAT3中分布式组件的检查点和重启
随着网格计算的出现,越来越多的高端计算资源可供科学家使用。虽然这为科学研究开辟了新的途径,但它使这种系统的可靠性和容错性成为一项非常重要的任务,特别是对于长时间运行的分布式应用程序。为了解决这个问题,我们在XCAT3系统中提出了一种分布式用户定义的检查点机制。XCAT3是一个基于组件组件体系结构(CCA)的框架,与当前的网格标准保持一致。我们将详细描述为支持分布式检查点而添加到XCAT3中的算法和api。我们的方法确保检查点与平台无关,大小最小,并且在组件故障期间始终可用。此外,我们的算法在出现故障的情况下保持正确性,并能很好地随组件数量和检查点大小进行扩展。
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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