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Fault-Tolerance Techniques for High-Performance Computing
  • Bandtyp: Inbunden
  • Språk: Engelska
  • Utgiven: 201507
  • Antal sidor: 320
  • Upplaga: 1st ed. 2015, 
    Vikt i gram: 664
  • ISBN10:3319209426
  • ISBN13:9783319209425

Fault-Tolerance Techniques for High-Performance Computing

(Inbunden)

Beskrivning:

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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