Erschienen: 15.07.2015 Abbildung von Herault / Robert | Fault-Tolerance Techniques for High-Performance Computing | 1. Auflage | 2015 |

Herault / Robert

Fault-Tolerance Techniques for High-Performance Computing

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auch verfügbar als eBook (PDF) für 96.29 €


Buch. Hardcover

1st ed. 2015. 2015

ix, 320 S. 113 s/w-Abbildungen, 19 s/w-Tabelle, Bibliographien.

In englischer Sprache

Springer. ISBN 978-3-319-20942-5

Format (B x L): 15,5 x 23,5 cm

Gewicht: 664 g

Das Werk ist Teil der Reihe: Computer Communications and Networks


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.

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