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, 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: | 9783319355603 |
|---|---|
| Sprache: | Englisch |
| Seitenzahl: | 320 |
| Produktart: | Kartoniert / Broschiert |
| Herausgeber: | Herault, Thomas Robert, Yves |
| Verlag: | Springer International Publishing |
| Veröffentlicht: | 15.10.2016 |
| Schlagworte: | Algorithm-Based Fault Tolerance Fault-Tolerance Fault Predictors High-Performance Computing Resilience Silent Errors |
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