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User-Driven Frequency Scaling
July-December 2006 (vol. 5 no. 2)
pp. 16
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 modern Pentium M laptop running Windows applications. The UDFS scheme reduces measured system power up to 22.1%, averaged across all our users and applications, compared to the Windows XP DVFS scheme.
Index Terms:
Power Management, DVFS, User-aware computing
Citation:
Arindam Mallik, Bin Lin, Gokhan Memik, Peter Dinda, Robert P. Dick, "User-Driven Frequency Scaling," IEEE Computer Architecture Letters, vol. 5, no. 2, pp. 16, July-Dec. 2006, doi:10.1109/L-CA.2006.16
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