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Fault-Tolerance Techniques for High-Performance Computing

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Fault-Tolerance Techniques for High-Performance Computing/ edited by Thomas Herault, Yves Robert.
其他作者:	Herault, Thomas.
面頁冊數:	IX, 320 p. 113 illus.online resource. :
Contained By:	Springer Nature eBook
標題:	Computer system failures. -
電子資源:	https://doi.org/10.1007/978-3-319-20943-2
ISBN:	9783319209432

Fault-Tolerance Techniques for High-Performance Computing
Fault-Tolerance Techniques for High-Performance Computing[electronic resource] /edited by Thomas Herault, Yves Robert. - 1st ed. 2015. - IX, 320 p. 113 illus.online resource. - Computer Communications and Networks,1617-7975. - Computer Communications and Networks,.

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.

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.

ISBN: 9783319209432

Standard No.: 10.1007/978-3-319-20943-2doiSubjects--Topical Terms:

782237
Computer system failures.

LC Class. No.: QA76.9.E94

Dewey Class. No.: 004.24

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