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Fault-Tolerance Techniques for High-Performance Computing

Fault-Tolerance Techniques for High-Performance Computing

          
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About the Book

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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Product Details
  • ISBN-13: 9783319355603
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Edition: Softcover reprint of the original 1st ed. 2015
  • Language: English
  • Returnable: Y
  • Spine Width: 18 mm
  • Width: 156 mm
  • ISBN-10: 3319355600
  • Publisher Date: 15 Oct 2016
  • Binding: Paperback
  • Height: 234 mm
  • No of Pages: 320
  • Series Title: Computer Communications and Networks
  • Weight: 467 gr


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