From Variability Tolerance to Approximate Computing in Parallel Integrated Architectures and Accelerators

Nonfiction, Science & Nature, Technology, Electronics, Circuits, Computers, Advanced Computing, Engineering, Computer Architecture
Cover of the book From Variability Tolerance to Approximate Computing in Parallel Integrated Architectures and Accelerators by Abbas Rahimi, Luca Benini, Rajesh K. Gupta, Springer International Publishing
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Author: Abbas Rahimi, Luca Benini, Rajesh K. Gupta ISBN: 9783319537689
Publisher: Springer International Publishing Publication: April 23, 2017
Imprint: Springer Language: English
Author: Abbas Rahimi, Luca Benini, Rajesh K. Gupta
ISBN: 9783319537689
Publisher: Springer International Publishing
Publication: April 23, 2017
Imprint: Springer
Language: English

This book focuses on computing devices and their design at various levels to combat variability.  The authors provide a review of key concepts with particular emphasis on timing errors caused by various variability sources. They discuss methods to predict and prevent, detect and correct, and finally conditions under which such errors can be accepted; they also consider their implications on cost, performance and quality. Coverage includes a comparative evaluation of methods for deployment across various layers of the system from circuits, architecture, to application software. These can be combined in various ways to achieve specific goals related to observability and controllability of the variability effects, providing means to achieve cross layer or hybrid resilience.

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This book focuses on computing devices and their design at various levels to combat variability.  The authors provide a review of key concepts with particular emphasis on timing errors caused by various variability sources. They discuss methods to predict and prevent, detect and correct, and finally conditions under which such errors can be accepted; they also consider their implications on cost, performance and quality. Coverage includes a comparative evaluation of methods for deployment across various layers of the system from circuits, architecture, to application software. These can be combined in various ways to achieve specific goals related to observability and controllability of the variability effects, providing means to achieve cross layer or hybrid resilience.

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