From Variability Tolerance to Approximate Computing in Parallel Integrated Architectures and Accelerators (PDF)
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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.
- · Covers challenges and opportunities in identifying microelectronic variability and the resulting errors at various layers in the system abstraction;
- · Enables readers to assess how various levels of circuit and system design can mitigate the effects of variability;
- · Demonstrates overall system architecture of what is now called "approximate computing" paradigm in massively parallel integrated architectures and accelerators.
Luca Benini is a Professor of Digital Circuits and Systems at ETH Zurich, Switzerland, and is also a Professor at University of Bologna, Italy. He has a PhD in Electrical Engineering from Stanford University (1997). His research interests are in energy-efficient system design and multicore SoC design. He is a Fellow of both IEEE and ACM, and member of the Academia Europea.
Rajesh K. Gupta is a Professor of Computer Science and Engineering at the University of California San Diego (UCSD), La Jolla, CA, USA and holds the Qualcomm endowed chair. Gupta has a BTech in electrical engineering from the Indian Institute of Technology, Kanpur, India (1984), an MS in electrical engineering and computer science from the University of California Berkeley, Berkeley, CA, USA (1986), and a PhD in electrical engineering from Stanford
- Autoren: Abbas Rahimi , Luca Benini , Rajesh K. Gupta
- 2017, 1st ed. 2017, 197 Seiten, Englisch
- Verlag: Springer-Verlag GmbH
- ISBN-10: 3319537687
- ISBN-13: 9783319537689
- Erscheinungsdatum: 23.04.2017
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- Größe: 8.84 MB
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