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Energy Reduction Techniques for Multimedia Applications with Tolerance to Deadline Misses

dc.contributor.authorHua, Shaoxiong
dc.contributor.authorQu, Gang
dc.contributor.authorBhattacharyya, Shuvra S.
dc.date.accessioned2009-04-10T18:24:01Z
dc.date.available2009-04-10T18:24:01Z
dc.date.issued2003-06
dc.identifier.citationS. Hua, G. Qu, and S.S. Bhattacharyya. "Energy Reduction Techniques for Multimedia Applications with Tolerance to Deadline Misses," 40th ACM/IEEE Design Automation Conference Proceedings (DAC'03), pp. 131-136, June 2003en
dc.identifier.urihttp://hdl.handle.net/1903/9053
dc.description.abstractMany embedded systems such as PDAs require processing of the given applications with rigid power budget. However, they are able to tolerate occasional failures due to the imperfect human visual/auditory systems. The problem we address in this paper is how to utilize such tolerance to reduce multimedia system’s energy consumption for providing guaranteed quality of service at the user level in terms of completion ratio. We explore a range of offline and on-line strategies that take this tolerance into account in conjunction with the modest non-determinism in application’s execution time. First, we give a simple best-effort approach that achieves the maximum completion ratio; then we propose an enhanced on-line best-effort energy minimization (BEEM) approach and a hybrid offline/on-line minimumeffort (O2ME) approach. We prove that BEEM maintains the maximum completion ratio while consuming the provably least amount of energy and O2ME guarantees the required completion ratio statistically. We apply both approaches to a variety of benchmark task graphs, most from popular DSP applications. Simulation results show that significant energy savings (38% for BEEM and 54% for O2ME, both over the simple best-effort approach) can be achieved while meeting the required completion ratio requirements.en
dc.format.extent428172 bytes
dc.format.mimetypeapplication/pdf
dc.language.isoen_USen
dc.publisherIEEEen
dc.subjectsoft real-time schedulingen
dc.subjectlow-power designen
dc.subjectvoltage scalingen
dc.subjecton-line algorithmen
dc.titleEnergy Reduction Techniques for Multimedia Applications with Tolerance to Deadline Missesen
dc.typeArticleen
dc.relation.isAvailableAtA. James Clark School of Engineeringen_us
dc.relation.isAvailableAtElectrical & Computer Engineeringen_us
dc.relation.isAvailableAtDigital Repository at the University of Marylanden_us
dc.relation.isAvailableAtUniversity of Maryland (College Park, MD)en_us
dc.rights.licenseCopyright © 2003 IEEE. Reprinted from ACM/IEEE Design Automation Conference Proceedings. This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Maryland's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. By choosing to view this document, you agree to all provisions of the copyright laws protecting it.


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