Compiler-directed voltage scaling on communication links for reducing power consumption

F. Li, G. Chen, M. Kandemir

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

12 Scopus citations

Abstract

Reducing power consumption of communication networks is an important optimization goal in many application domains, ranging from large-scale simulation codes to embedded multi-media applications. Most of the prior efforts on network power optimization are hardware-based schemes. These schemes are predictive by definition as they control communication link status based on the observations made in the past. Since prediction may not be very accurate most of the time, these approaches can result in overheads in terms of both performance and power. This paper proposes a compiler-driven approach to communication link voltage management. In this approach, an optimizing compiler analyzes the application code and extracts the data communication pattern among parallel processors. This information along with network topology is used for identifying the link access patterns. These patterns and the inherent data dependence information of the underlying code help the compiler decide the optimum voltages/frequencies to be used for communication links at a given time frame. Our focus in this work is on loop-intensive codes which frequently appear in data intensive video and image processing. We exploit the regularity in data accesses of these codes to abstract out their inter-processor communication patterns, which in turn enable us select the most appropriate voltage/frequency level to employ for each communication link at any time.

Original languageEnglish (US)
Title of host publicationProceedings of theICCAD-2005
Subtitle of host publicationInternational Conference on Computer-Aided Design
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages456-460
Number of pages5
ISBN (Print)078039254X, 9780780392540
DOIs
StatePublished - 2005
EventICCAD-2005: IEEE/ACM International Conference on Computer-Aided Design, 2005 - San Jose, CA, United States
Duration: Nov 6 2005Nov 10 2005

Publication series

NameIEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD
Volume2005
ISSN (Print)1092-3152

Other

OtherICCAD-2005: IEEE/ACM International Conference on Computer-Aided Design, 2005
CountryUnited States
CitySan Jose, CA
Period11/6/0511/10/05

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Science Applications
  • Computer Graphics and Computer-Aided Design

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