User-driven frequency scaling

Arindam Mallik*, Bin Lin, Gokhan Memik, Peter A Dinda, Robert P. Dick

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

27 Scopus citations

Abstract

We propose and evaluate User-Driven Frequency Scaling (UDFS) for improved power management on processors that support Dynamic Voltage and Frequency Scaling (DVFS), e.g, those used in current laptop and desktop computers. UDFS dynamically adapts CPU frequency to the individual user and the workload through a simple user feedback mechanism, unlike currently-used DVFS methods which rely only on CPU utilization. Our UDFS algorithms dramatically reduce typical operating frequencies while maintaining performance at satisfactory levels for each user. We evaluated our techniques through user studies conducted on a Pentium M laptop running Windows applications. The UDFS scheme reduces measured system power by 22.1%, averaged across all our users and applications, compared to the Windows XP DVFS scheme.

Original languageEnglish (US)
JournalIEEE Computer Architecture Letters
Volume5
Issue number2
DOIs
StatePublished - Feb 1 2006

ASJC Scopus subject areas

  • Hardware and Architecture

Fingerprint Dive into the research topics of 'User-driven frequency scaling'. Together they form a unique fingerprint.

Cite this