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Fault-Tolerance Techniques for High-Performance Computing

Herault, Thomas ; Robert, Yves Robert, Yves ; Herault, Thomas ; Herault, Thomas ; Robert, Yves

Cham: Springer Nature 2015

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  • Título:
    Fault-Tolerance Techniques for High-Performance Computing
  • Autor: Herault, Thomas ; Robert, Yves
  • Robert, Yves ; Herault, Thomas ; Herault, Thomas ; Robert, Yves
  • Assuntos: Computer programming, programs, data ; Computer Science ; Distributed, Parallel, and Cluster Computing ; Electronic data processing ; Numeric Computing ; Performance and Reliability ; System Performance and Evaluation
  • Descrição: 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.
  • Títulos relacionados: Computer Communications and Networks
  • Editor: Cham: Springer Nature
  • Data de criação/publicação: 2015
  • Formato: 325
  • Idioma: Inglês
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  • Realização: ABCD-USP USP   Logos de Redes Sociais: Freepik

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