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Fault-Tolerance Techniques for High-Performance Computing

Thomas Herault, Yves Robert (Herausgeber)

Buch | Hardcover

IX, 320 Seiten

2015 | 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-20942-5 (ISBN)

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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.

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.

Erscheint lt. Verlag	15.7.2015
Reihe/Serie	Computer Communications and Networks
Zusatzinfo	IX, 320 p. 113 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Informatik ► Weitere Themen ► Hardware
	Mathematik / Informatik ► Mathematik ► Analysis
Schlagworte	Algorithm-Based Fault Tolerance • Fault Predictors • Fault-Tolerance • High-Performance Computing • Resilience • Silent Errors
ISBN-10	3-319-20942-6 / 3319209426
ISBN-13	978-3-319-20942-5 / 9783319209425
Zustand	Neuware