DocumentCode
2252752
Title
Region-level approximate computation reuse for power reduction in multimedia applications
Author
Xueqi Chen ; Hsiao, Michael S.
Author_Institution
Bradley Dept. of Electr. & Comput. Eng., Virginia Tech, Blacksburg, VA, USA
fYear
2005
fDate
8-10 Aug. 2005
Firstpage
119
Lastpage
122
Abstract
Motivated by data value locality and quality tolerance present in multimedia applications, we propose a new micro-architecture, region-level approximate computation buffer (RACB), to reduce power consumption in such applications. The proposed RACB relaxes the exact matching into partial and approximate tag matching and applies it to regions of code in a program, thereby allowing for aggressive computation/execution reduction, in addition to reductions in memory accesses and pipeline activities. Our experiments demonstrate that a 64-entry RACB can yield up to 70% of region-level execution reduction without noticeable quality degradation in MPEG-2 video decoding, corresponding to 55.9% of system power savings with respect to the regions.
Keywords
circuit optimisation; decoding; discrete cosine transforms; floating point arithmetic; integrated circuit design; power consumption; video coding; MPEG-2 video decoding; RACB; data value locality; microarchitecture; multimedia applications; power consumption; power reduction; quality tolerance; region-level approximate computation buffer; tag matching; Algorithm design and analysis; Application software; Arithmetic; Decoding; Degradation; Energy consumption; Multimedia systems; Pipelines; Power engineering computing; Signal design;
fLanguage
English
Publisher
ieee
Conference_Titel
Low Power Electronics and Design, 2005. ISLPED '05. Proceedings of the 2005 International Symposium on
Print_ISBN
1-59593-137-6
Type
conf
DOI
10.1109/LPE.2005.195499
Filename
1522748
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