处理HPC系统进程检查点/重启机制中的持久状态

Pierre Riteau, A. Lèbre, C. Morin
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引用次数: 7

摘要

计算机集群是当今高性能计算的参考体系结构。这些系统中节点数量多,故障率高。这使得容错机制,例如进程检查点/重启,成为有效利用集群的必要技术。大多数进程检查点/重启实现只处理易变状态,而不考虑应用程序的持久状态,这可能导致不一致的应用程序重启。在本文中,我们介绍了一种有效的持久状态检查点/恢复方法,该方法可以与大量文件系统相互连接。为了避免依赖于同步复制机制的稳定支持的性能问题,我们提出了一种针对分布式环境中这种持久状态检查点技术进行优化的故障恢复方案。对kDFS分布式文件系统实现的首次评估表明,我们的建议对性能的影响可以忽略不计。
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Handling Persistent States in Process Checkpoint/Restart Mechanisms for HPC Systems
Computer clusters are today the reference architecture for high-performance computing. The large number of nodes in these systems induces a high failure rate. This makes fault tolerance mechanisms, e.g. process checkpoint/restart, a required technology to effectively exploit clusters. Most of the process checkpoint/restart implementations only handle volatile states and do not take into account persistent states of applications, which can lead to incoherent application restarts. In this paper, we introduce an efficient persistent state checkpoint/restoration approach that can be interconnected with a large number of file systems. To avoid the performance issues of a stable support relying on synchronous replication mechanisms, we present a failure resilience scheme optimized for such persistent state checkpointing techniques in a distributed environment. First evaluations of our implementation in the kDFS distributed file system show the negligible performance impact of our proposal.
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