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Bog, paperback Fault-Tolerance Techniques for High-Performance Computing af Thomas Herault

Fault-Tolerance Techniques for High-Performance Computing (Computer Communications and Networks)

(Bog, paperback)

113 black & white illustrations, 19 black & white tables, biography

113 black & white illustrations, 19 black & white tables, biography

Produktdetaljer:

Sprog:
Engelsk
ISBN-13:
9783319355603
Sideantal:
329
Udgivet:
04-11-2016
Udgave:
Softcover reprint of the original 1st ed. 2015
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kr. 1.019,95
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11-01-2017
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Forlagets beskrivelse
113 black & white illustrations, 19 black & white tables, biography
Bibliotekernes beskrivelse
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.

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