Fault-Tolerance Techniques for High-Performance Computing
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ISBN13: 9783319209432
|9783319209432
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Overview
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.
| ISBN-13 | 9783319209432 |
|---|---|
| ISBN-10 | 3319209434 |
| List Price | $129.00 |
| Format | - |
|---|---|
| Language | English |
| Pages | ix, 320 pages |
| Publisher | |
| Published On | 2015-07-01 |
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