分布式共享内存系统中一致性检查点的性能

G. Cabillic, Gilles Muller, I. Puaut
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引用次数: 58

摘要

本文提出了一种分布式共享内存(DSM)系统的一致性检查点方案的设计与实现。我们的方法依赖于在应用程序中已经存在的同步屏障内集成检查点;这避免了引入额外同步机制的需要。我们的检查点机制的主要优点是,只有当检查点被占用时,性能才会下降;因此,程序员可以通过调整两个连续检查点之间的时间来调整检查点成本和更长的回滚成本之间的权衡。本文比较了在Intel Paragon多计算机上针对多个并行科学应用所提出的一致性检查点机制(增量、非阻塞和预刷新)的几种实现。性能度量表明,仔细优化检查点协议可以将检查点的时间开销从应用程序持续时间的8%减少到0.04%,检查点间隔为6 mn。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The performance of consistent checkpointing in distributed shared memory systems
This paper presents the design and implementation of a consistent checkpointing scheme for distributed shared memory (DSM) systems. Our approach relies on the integration of checkpoints within synchronization barriers already existing in applications; this avoids the need to introduce an additional synchronization mechanism. The main advantage of our checkpointing mechanism is that performance degradation arises only when a checkpoint is being taken; hence, the programmer can adjust the trade-off between the cost of checkpointing and the cost of longer rollbacks by adjusting the time between two successive checkpoints. The paper compares several implementations of the proposed consistent checkpointing mechanism (incremental, non-blocking, and pre-flushing) on the Intel Paragon multicomputer for several parallel scientific applications. Performance measures show that a careful optimization of the checkpointing protocol can reduce the time overhead of checkpointing from 8% to 0.04% of the application duration for a 6 mn checkpointing interval.
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