Stochastic Models for Fault Tolerance
Restart, Rejuvenation and Checkpointing
Buch in deiner Nähe kaufen
Beschreibung
As modern society relies on the fault-free operation of complex computing systems, system fault-tolerance has become an indispensable requirement. Therefore, we need mechanisms that guarantee correct service in cases where system components fail, be they software or hardware elements. Redundancy patterns are commonly used, for either redundancy in space or redundancy in time.
Wolter’s book details methods of redundancy in time that need to be issued at the right moment. In particular, she addresses the so-called "timeout selection problem", i.e., the question of choosing the right time for different fault-tolerance mechanisms like restart, rejuvenation and checkpointing. Restart indicates the pure system restart, rejuvenation denotes the restart of the operating environment of a task, and checkpointing includes saving the system state periodically and reinitializing the system at the most recent checkpoint upon failure of the system. Her presentation includes a brief introduction to the methods, their detailed stochastic description, and also aspects of their efficient implementation in real-world systems.
The book is targeted at researchers and graduate students in system dependability, stochastic modeling and software reliability. Readers will find here an up-to-date overview of the key theoretical results, making this the only comprehensive text on stochastic models for restart-related problems.
As modern society relies on the fault-free operation of complex computing systems, system fault-tolerance has become an indispensable requirement. Therefore, we need mechanisms that guarantee correct service in cases where system components fail, be they software or hardware elements. Redundancy patterns are commonly used, for either redundancy in space or redundancy in time.
Wolter’s book details methods of redundancy in time that need to be issued at the right moment. In particular, she addresses the so-called "timeout selection problem", i.e., the question of choosing the right time for different fault-tolerance mechanisms like restart, rejuvenation and checkpointing. Restart indicates the pure system restart, rejuvenation denotes the restart of the operating environment of a task, and checkpointing includes saving the system state periodically and reinitializing the system at the most recent checkpoint upon failure of the system. Her presentation includes a brief introduction to the methods, their detailed stochastic description, and also aspects of their efficient implementation in real-world systems.
The book is targeted at researchers and graduate students in system dependability, stochastic modeling and software reliability. Readers will find here an up-to-date overview of the key theoretical results, making this the only comprehensive text on stochastic models for restart-related problems.
Includes supplementary material: sn.pub/extras
Autor*in
Katinka Wolter
Themen in »Stochastic Models for Fault Tolerance«
Analysis Error prediction Fault-tolerance mechanisms System behavior System modeling System optimization modeling system
Stimmen zu »Stochastic Models for Fault Tolerance«
From the reviews:
“Wolter’s textbook presents … three issues that will interest specialists in distributed systems and software design: restarting, rejuvenation, and checkpointing. … The book’s strength is its ability to systematically gather different models that are rarely presented together in one place. It is also admirable how clearly … the difficult material on reliability is presented. The work is intended for experienced readers … . The content is up to date; in fact, many of the analyses are quite new and based on Wolter’s own work.” (Piotr Cholda, ACM Computing Reviews, November, 2010)
“It is comprehensive and self-contained as it includes everything one needs to understand and apply the models and algorithms represented. Even the probability distributions used in those models are briefly, yet satisfactorily, explained in the appendices. All in all, I can recommend this book as a handbook not only to researchers and practitioners who work in this field, but also to students as a textbook.” (Fevzi Belli, Zentralblatt MATH, Vol. 1209, 2011)
()