|
| This Article | ||
| | ||
| Share | ||
| Bibliographic References | ||
| Add to: | ||
| | ||
| Search | ||
| ||
Design, Automation and Test in Europe (DATE'05) Volume 1
Munich, Germany
March 07-March 11
ISBN: 0-7695-2288-2
| ASCII Text | x | ||
| Shrirang M. Yardi, Michael S. Hsiao, Thomas L. Martin, Dong S. Ha, "Quality-Driven Proactive Computation Elimination for Power-Aware Multimedia Processing," Design, Automation & Test in Europe Conference & Exhibition, vol. 1, pp. 340-345, Design, Automation and Test in Europe (DATE'05) Volume 1, 2005. | |||
| BibTex | x | ||
| @article{ 10.1109/DATE.2005.248, author = {Shrirang M. Yardi and Michael S. Hsiao and Thomas L. Martin and Dong S. Ha}, title = {Quality-Driven Proactive Computation Elimination for Power-Aware Multimedia Processing}, journal ={Design, Automation & Test in Europe Conference & Exhibition}, volume = {1}, year = {2005}, issn = {1530-1591}, pages = {340-345}, doi = {http://doi.ieeecomputersociety.org/10.1109/DATE.2005.248}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Design, Automation & Test in Europe Conference & Exhibition TI - Quality-Driven Proactive Computation Elimination for Power-Aware Multimedia Processing SN - 1530-1591 SP340 EP345 A1 - Shrirang M. Yardi, A1 - Michael S. Hsiao, A1 - Thomas L. Martin, A1 - Dong S. Ha, PY - 2005 KW - null VL - 1 JA - Design, Automation & Test in Europe Conference & Exhibition ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/DATE.2005.248
We present a novel, quality-driven, architectural-level approach that trades-off the output quality to enable power-aware processing of multimedia streams. The error tolerance of multimedia data is exploited to selectively eliminate computation while maintaining a specified output quality. We construct relaxed, synthesized power macro-models for power-hungry units to predict the cycle-accurate power consumption of the input stream on the fly. The macro-models, together with an effective quality model, are integrated into a programmable architecture that allows both power savings and quality to be dynamically tuned with the available battery-life. In a case study, power monitors are integrated with functional units of the IDCT module of a MPEG-2 decoder. Experiments indicate that, for a moderate power monitor energy overhead of 5%, power savings of 72% in the functional units can be achieved resulting in an increase in battery life by 1.95x.
Citation:
Shrirang M. Yardi, Michael S. Hsiao, Thomas L. Martin, Dong S. Ha, "Quality-Driven Proactive Computation Elimination for Power-Aware Multimedia Processing," date, vol. 1, pp.340-345, Design, Automation and Test in Europe (DATE'05) Volume 1, 2005
Usage of this product signifies your acceptance of the Terms of Use.
