Hardware-software co-adaptation for data-intensive embedded applications

I. Kadayif, M. Kandemir, N. Vijaykrishnan, M. J. Irwin

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

By studying energy and performance behavior of six array-dominated benchmarks, we observed that each nest in these applications works best with a specific cache configuration and optimization strategy. We also observed that cache configurations and optimization strategies required by different nests are, in general, different from each other. Based on this observation, in this paper, we propose a search space-based optimization for reducing energy consumption and improving performance. Specifically, we study potential benefits of a hardware-software co-adaptation scheme where cache configuration and optimization strategy are modified in the course of execution. Note that this is one step beyond determining just a suitable combination of (optimized) code/cache configuration which is valid throughout the execution of the application. The idea in co-adaptation is to ensure that each nested loop works with a cache configuration most suitable for it from the perspective of a given objective criterion. It should be noted, however, that dynamic cache reconfiguration does not come for free; it has both energy and performance costs which also need to be accounted for.

Original languageEnglish (US)
Title of host publicationProceedings - IEEE Computer Society Annual Symposium on VLSI
Subtitle of host publicationNew Paradigms for VLSI Systems Design, ISVLSI 2002
EditorsAsim Smailagic, Robert Brodersen
PublisherIEEE Computer Society
Pages20-25
Number of pages6
ISBN (Electronic)0769514863
DOIs
StatePublished - Jan 1 2002
EventIEEE Computer Society Annual Symposium on VLSI, ISVLSI 2002 - Pittsburgh, United States
Duration: Apr 25 2002Apr 26 2002

Publication series

NameProceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI
Volume2002-January
ISSN (Print)2159-3469
ISSN (Electronic)2159-3477

Other

OtherIEEE Computer Society Annual Symposium on VLSI, ISVLSI 2002
CountryUnited States
CityPittsburgh
Period4/25/024/26/02

All Science Journal Classification (ASJC) codes

  • Hardware and Architecture
  • Control and Systems Engineering
  • Electrical and Electronic Engineering

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  • Cite this

    Kadayif, I., Kandemir, M., Vijaykrishnan, N., & Irwin, M. J. (2002). Hardware-software co-adaptation for data-intensive embedded applications. In A. Smailagic, & R. Brodersen (Eds.), Proceedings - IEEE Computer Society Annual Symposium on VLSI: New Paradigms for VLSI Systems Design, ISVLSI 2002 (pp. 20-25). [1016868] (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; Vol. 2002-January). IEEE Computer Society. https://doi.org/10.1109/ISVLSI.2002.1016868