Fault-tolerance techniques for high-performance computing [electronic resource] / Thomas Herault, Yves Robert, editors.

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Fault-tolerance techniques for high-performance computing [electronic resource] / Thomas Herault, Yves Robert, editors.

9783319209432 electronic book
3319209434 electronic book
9783319209425
3319209426

Cham : Springer, 2015.

English

1 online resource (ix, 320 p.) : ill.

QA76.9.F38 F38 2015eb

004.2
004

This timely text/reference presents a comprehensive overview of fault tolerance techniques for high-performance 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 application-specific techniques such as algorithm-based fault tolerance. Emphasis is placed on analytical performance models. This is then followed by a review of general-purpose techniques, including several checkpoint and rollback recovery protocols. Relevant execution scenarios are also evaluated and compared through quantitative models. Topics and features: Includes self-contained contributions from an international selection of preeminent experts Provides a survey of resilience methods and performance models Examines the various sources for errors and faults in large-scale systems, detailing their characteristics, with a focus on modeling, detection and prediction Reviews the spectrum of techniques that can be applied to design a fault-tolerant message passing interface Investigates different approaches to replication, comparing these to the traditional checkpoint-recovery approach Discusses the challenge of energy consumption of fault-tolerance methods in extreme-scale systems, proposing a methodology to estimate such energy consumption This authoritative volume is essential reading for all researchers and graduate students involved in high-performance computing. Dr. Thomas Herault is a Research Scientist in the Innovative Computing Laboratory (ICL) at the University of Tennessee Knoxville, TN, USA. Dr. Yves Robert is a Professor in the Laboratory of Parallel Computing at the Ecole Normale Supérieure de Lyon, France, and a Visiting Research Scholar in the ICL.

Includes index.

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Computer communications and networks.

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