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.
Softcover reprint of the origi
320 Seiten
Kartoniert / Broschiert
Springer EN, 15.10.2016
Englisch
ISBN/EAN 9783319355603
The first complete overview of this increasingly important field Presents a unique, rigorous approach based on the design of analytical models to predict performance Provides a coherent collection of valuable insights from internationally-renowned experts with considerable expertise Includes supplementary material: sn.pub/extras