Fault-tolerance techniques for high-performance computing [electronic resource]

• 其他作者：
  • Herault, Thomas.
  • Robert, Yves.
  • SpringerLink (Online service)
• 其他題名：
  • Computer communications and networks
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： Computer communications and networks
• 主題： Fault-tolerant computing , High performance computing , Computer science , System Performance and Evaluation. , Performance and Reliability. , Numeric Computing.
• ISBN： 9783319209432 (electronic bk.) 、 9783319209425 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Part I: General Overview -- Fault-Tolerance Techniques for High-Performance Computing -- Part II: Technical Contributions -- Errors and Faults -- Fault-Tolerant MPI -- Using Replication for Resilience on Exascale Systems -- Energy-Aware Check pointing Strategies.
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• 摘要註: 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. Dr. Thomas Herault is a Research Scientist in the Innovative Computing Laboratory (ICL) at the University of Tennessee Knoxville, TN, USA. Dr. Yves Robert is a Professor in the Laboratory of Parallel Computing at the Ecole Normale Superieure de Lyon, France, and a Visiting Research Scholar in the ICL.
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