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Fault-Tolerance Techniques for High-Performance Computing
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 correcti...
| Clasificación: | Libro Electrónico |
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| Autor Corporativo: | |
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2015.
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| Edición: | 1st ed. 2015. |
| Colección: | Computer Communications and Networks,
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| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 024 | 7 | |a 10.1007/978-3-319-20943-2 |2 doi | |
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| 245 | 1 | 0 | |a Fault-Tolerance Techniques for High-Performance Computing |h [electronic resource] / |c edited by Thomas Herault, Yves Robert. |
| 250 | |a 1st ed. 2015. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2015. | |
| 300 | |a IX, 320 p. 113 illus. |b online resource. | ||
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| 490 | 1 | |a Computer Communications and Networks, |x 2197-8433 | |
| 505 | 0 | |a 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. | |
| 520 | |a 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. | ||
| 650 | 0 | |a Electronic digital computers-Evaluation. | |
| 650 | 0 | |a Computers. | |
| 650 | 0 | |a Numerical analysis. | |
| 650 | 1 | 4 | |a System Performance and Evaluation. |
| 650 | 2 | 4 | |a Hardware Performance and Reliability. |
| 650 | 2 | 4 | |a Numerical Analysis. |
| 700 | 1 | |a Herault, Thomas. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Robert, Yves. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
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| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783319209449 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319209425 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319355603 |
| 830 | 0 | |a Computer Communications and Networks, |x 2197-8433 | |
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| 950 | |a Computer Science (SpringerNature-11645) | ||
| 950 | |a Computer Science (R0) (SpringerNature-43710) | ||