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Fault-Tolerance Techniques for High-Performance Computing / edited by Thomas Herault, Yves Robert
Mitwirkende(r): Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Computer Communications and Networks | SpringerLink BücherVerlag: Cham : Springer, 2015Beschreibung: Online-Ressource (IX, 320 p. 113 illus, online resource)ISBN:- 9783319209432
- 004.24
- QA76.9.E94
Inhalte:
Zusammenfassung: 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.Zusammenfassung: 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 Supérieure de Lyon, France, and a Visiting Research Scholar in the ICL.PPN: PPN: 1657555410Package identifier: Produktsigel: ZDB-2-SEB | ZDB-2-SXCS | ZDB-2-SCS
Part I: General OverviewFault-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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