Temperature aware energy-reliability trade-offs for mapping of throughput-constrained applications on multimedia MPSoCs

Research output: Contribution to book/conference proceedings/anthology/reportConference contributionContributedpeer-review

Contributors

  • Anup Das - , National University of Singapore (Author)
  • Akash Kumar - , National University of Singapore (Author)
  • Bharadwaj Veeravalli - , National University of Singapore (Author)

Abstract

This paper proposes a design-time (offline) analysis technique to determine application task mapping and scheduling on a multiprocessor system and the voltage and frequency levels of all cores (offline DVFS) that minimize application computation and communication energy, simultaneously minimizing processor aging. The proposed technique incorporates (1) the effect of the voltage and frequency on the temperature of a core; (2) the effect of neighboring cores' voltage and frequency on the temperature (spatial effect); (3) pipelined execution and cyclic dependencies among tasks; and (4) the communication energy component which often constitutes a significant fraction of the total energy for multimedia applications. The temperature model proposed here can be easily integrated in the design space exploration for multiprocessor systems. Experiments conducted with MPEG-4 decoder on a real system demonstrate that the temperature using the proposed model is within 5% of the actual temperature clearly demonstrating its accuracy. Further, the overall optimization technique achieves 40% savings in energy consumption with 6% increase in system lifetime.

Details

Original languageEnglish
Title of host publication2014 Design, Automation & Test in Europe Conference & Exhibition (DATE)
Place of PublicationDresden
PublisherIEEE Xplore
ISBN (print)978-3-9815370-2-4
Publication statusPublished - 2014
Peer-reviewedYes
Externally publishedYes

Publication series

SeriesDesign, Automation and Test in Europe Conference and Exhibition (DATE)
ISSN1530-1591

Conference

Title17th Design, Automation and Test in Europe, DATE 2014
Duration24 - 28 March 2014
CityDresden
CountryGermany

Keywords

Research priority areas of TU Dresden

Sustainable Development Goals

ASJC Scopus subject areas