使用云结构和预测分析在高性能计算系统中实现故障前流程迁移

2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing Pub Date : 2010-05-17 DOI:10.1109/CCGRID.2010.31

J. Brandt, Frank Chen, Vincent De Sapio, A. Gentile, J. Mayo, P. Pébay, D. Roe, D. Thompson, M. Wong

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引用次数: 7

摘要

准确的故障预测与高效的流程迁移设施(包括一些云结构)相结合，可以在大规模高性能计算(HPC)平台中实现故障避免。在这项工作中，我们展示了一个原型系统，该系统将我们的概率故障预测系统与虚拟化机制和技术相结合，以提供一个完整的系统方法来避免故障。这项工作利用了一个基于真实HPC案例研究的故障场景。

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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Using Cloud Constructs and Predictive Analysis to Enable Pre-Failure Process Migration in HPC Systems

Accurate failure prediction in conjunction with efficient process migration facilities including some Cloud constructs can enable failure avoidance in large-scale high performance computing (HPC) platforms. In this work we demonstrate a prototype system that incorporates our probabilistic failure prediction system with virtualization mechanisms and techniques to provide a whole system approach to failure avoidance. This work utilizes a failure scenario based on a real-world HPC case study.

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来源期刊

2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing

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