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FaultTolerance Techniques for HighPerformance Computing (Computer Communications and Networks),Used
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This timely text presents a comprehensive overview of fault tolerance techniques for highperformance computing (HPC). The text opens with a detailed introduction to the concepts of checkpoint protocols and scheduling algorithms, prediction, replication, silent error detection and correction, together with some applicationspecific techniques such as ABFT. Emphasis is placed on analytical performance models. This is then followed by a review of generalpurpose techniques, including several checkpoint and rollback recovery protocols. Relevant execution scenarios are also evaluated and compared through quantitative models. Features: provides a survey of resilience methods and performance models; examines the various sources for errors and faults in largescale systems; reviews the spectrum of techniques that can be applied to design a faulttolerant MPI; investigates different approaches to replication; discusses the challenge of energy consumption of faulttolerance methods in extremescale systems.
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