On accuracy-performance tradeoff frameworks for energy saving : Models and review
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Title of host publication | Proceedings - Asia-Pacific Software Engineering Conference, APSEC |
Publisher | IEEE Computer Society |
Pages | 58-65 |
Volume | 2 |
ISBN (print) | 9780769549224 |
Publication status | Published - 2012 |
Publication series
Name | |
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Volume | 2 |
ISSN (Print) | 1530-1362 |
Conference
Title | 19th Asia-Pacific Software Engineering Conference, APSEC 2012 |
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Place | China |
City | Hong Kong |
Period | 4 - 7 December 2012 |
Link(s)
Abstract
A class of research, which explores energy saving via the accuracy-performance tradeoff ability of applications with soft outputs, is emerging. Many such applications implement various notions of precision improvement in their iterative computations and output approximated results. Computing more precisely often requires greater computational effort, hence there is a tradeoff space between precision and cost as long as the output accuracy remains within a targeted bound. This paper reviews the state-of-the-art accuracy tradeoff frameworks, and presents abstract model representations to facilitate our comparison of these frameworks in terms of robustness, performance, profiling, run-time feedback control, and specification of accuracy metrics. © 2012 IEEE.
Research Area(s)
- accuracy-aware computing, accuracy-performance tradeoff, energy-aware computing, programming framework
Citation Format(s)
On accuracy-performance tradeoff frameworks for energy saving: Models and review. / Yang, Chunbai; Jia, Changjiang; Chan, W. K. et al.
Proceedings - Asia-Pacific Software Engineering Conference, APSEC. Vol. 2 IEEE Computer Society, 2012. p. 58-65 6462782.
Proceedings - Asia-Pacific Software Engineering Conference, APSEC. Vol. 2 IEEE Computer Society, 2012. p. 58-65 6462782.
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review