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 prools 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 prools. 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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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 prools 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 prools. 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.
109.99
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1
Fault-Tolerance Techniques for High-Performance Computing
320
Fault-Tolerance Techniques for High-Performance Computing
320Paperback(Softcover reprint of the original 1st ed. 2015)
$109.99
109.99
In Stock
Product Details
| ISBN-13: | 9783319355603 |
|---|---|
| Publisher: | Springer International Publishing |
| Publication date: | 10/20/2017 |
| Series: | Computer Communications and Networks |
| Edition description: | Softcover reprint of the original 1st ed. 2015 |
| Pages: | 320 |
| Product dimensions: | 6.10(w) x 9.25(h) x 0.03(d) |
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