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

  • 出版商: Springer
  • 出版日期: 2015-07-15
  • 售價: $5,010
  • 貴賓價: 9.5$4,760
  • 語言: 英文
  • 頁數: 320
  • 裝訂: Hardcover
  • ISBN: 3319209426
  • ISBN-13: 9783319209425

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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.