Fault-Tolerance Techniques for High-Performance Computing
(Sprache: Englisch)
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,...
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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.
Inhaltsverzeichnis zu „Fault-Tolerance Techniques for High-Performance Computing “
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.
Bibliographische Angaben
- 2016, Softcover reprint of the original 1st ed. 2015, IX, 320 Seiten, Maße: 15,5 x 23,4 cm, Kartoniert (TB), Englisch
- Herausgegeben: Thomas Herault, Yves Robert
- Verlag: Springer, Berlin
- ISBN-10: 3319355600
- ISBN-13: 9783319355603
Sprache:
Englisch
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