Fault-tolerance techniques for high-performance computing
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, togeth...
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Cham, Heidelberg, New York, Dordrecht, London
Springer
2015
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| Schriftenreihe: | Computer communications and networks
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| Schlagworte: | |
| Online Zugang: | Inhaltstext |
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Tag hinzufügen | Zusammenfassung: | 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. |
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| Beschreibung: | Literaturangaben |
| Beschreibung: | ix, 320 Seiten Illustrationen, Diagramme |
| ISBN: | 3319209426 3-319-20942-6 9783319209425 978-3-319-20942-5 |