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portada Fault-Tolerance Techniques for High-Performance Computing
Type
Physical Book
Publisher
Author
Language
English
Pages
320
Format
Paperback
Dimensions
23.4 x 15.6 x 1.8 cm
Weight
0.47 kg.
ISBN13
9783319355603
Categories

Fault-Tolerance Techniques for High-Performance Computing

Herault, Thomas ; Robert, Yves (Author) · Springer · Paperback

Fault-Tolerance Techniques for High-Performance Computing - Herault, Thomas ; Robert, Yves

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Synopsis "Fault-Tolerance Techniques for High-Performance Computing"

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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