HydEE,用于exascales机器的分层后覆盖协议。后方覆盖协议中排放确定性的利用

Amina Guermouche, Thomas Ropars, F. Cappello
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引用次数: 0

摘要

向百亿亿次超级计算机的转变需要新的容错解决方案。对于并行消息传递应用程序,现有的回滚恢复协议不适合。为了能够处理非常大规模的应用程序和高故障率,一个原型技术和科学信息技术应该能够将故障后果限制在一小部分进程中,同时提供良好的无故障性能,并记录有限数量的数据,特别是在内存中。为了满足这些需求,我们提出了HydEE,这是一种分层回滚恢复协议,结合了协调检查点和消息日志记录。HydEE利用科学并行应用程序的senddeterminism来容忍多个故障,而不依赖于稳定的存储。我们的实验表明,对于大多数应用程序,在内存中保存少于15%的消息有效负载就足以将故障后的回滚限制在少于15%的进程。MOTS-CLÉS:计算高级性能,应用程序并行度,MPI,数据交换,恢复到达,数据交换协议
本文章由计算机程序翻译,如有差异,请以英文原文为准。
HydEE, vers un protocole de recouvrement arrière hiérarchique pour les machines exascales. De l'exploitation du déterminisme des émissions dans les protocoles de recouvrement arrière
The move towards exascale super-computers requires new fault tolerance solutions. Regarding parallel message passing applications, existing rollback-recovery protocols are not suited. To be able to deal with very large scale applications and high failure rate, a protoTechnique et science informatiques 2 Technique et science informatiques col should be able to confine failures consequences to a small subset of the processes, while providing good failure free performance, and logging a limited amount of data, especially in memory. To fulfill these needs, we propose HydEE, a hierarchical rollback-recovery protocol that combines coordinated checkpointing and message logging. HydEE leverages the senddeterminism of scienfitic parallel applications to tolerate multiple failures without relying on a stable storage. Our experiments show that for most applications, saving less than 15% of the messages payload in memory is enough to limit the rollbacks after a failure to less than 15% of the processes. MOTS-CLÉS : Calcul haute performances, applications parallèles, MPI, tolérance aux fautes, recouvrement arrière, protocoles hiérarchiques
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