Fault-Tolerance Techniques for High-Perfor...

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Beschreibung

This timely text 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 ABFT. 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. Features: provides a survey of resilience methods and performance models; examines the various sources for errors and faults in large-scale systems; reviews the spectrum of techniques that can be applied to design a fault-tolerant MPI; investigates different approaches to replication; discusses the challenge of energy consumption of fault-tolerance methods in extreme-scale systems.

Zusammenfassung

The first complete overview of this increasingly important field

Presents a unique, rigorous approach based on the design of analytical models to predict performance

Provides a coherent collection of valuable insights from internationally-renowned experts with considerable expertise

Includes supplementary material: [...]

Inhaltsverzeichnis

Part I: General Overview.-
Fault-Tolerance Techniques for High-Performance Computing.-
Part II: Technical Contributions.-
Errors and Faults.- Fault-Tolerant MPI.- Using Replication for Resilience on Exascale Systems.- Energy-Aware Check pointing Strategies.

Details

Erscheinungsjahr:	2016
Genre:	Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Reihe:	Computer Communications and Networks
Inhalt:	ix 320 S. 113 s/w Illustr. 320 p. 113 illus.
ISBN-13:	9783319355603
ISBN-10:	3319355600
Sprache:	Englisch
Ausstattung / Beilage:	Paperback
Einband:	Kartoniert / Broschiert
Redaktion:	Robert, Yves Herault, Thomas
Herausgeber:	Thomas Herault/Yves Robert
Auflage:	Softcover reprint of the original 1st ed. 2015
Hersteller:	Springer International Publishing Springer International Publishing AG Computer Communications and Networks
Maße:	235 x 155 x 19 mm
Von/Mit:	Yves Robert (u. a.)
Erscheinungsdatum:	15.10.2016
Gewicht:	0,505 kg

Artikel-ID: 102727542