Z. Lu, J. Hein, M. Stan, J. Lach and K. Skadron.
In Proc. of the 2002 Workshop on Self-healing, Adaptive, and Self-managed Systems
(SHAMAN'02) , in conjunction with ICS 2002, June
2002, New York City.
Best student paper!
Abstract
This paper describes a formal feedback-control algorithm for
dynamic voltage/frequency scaling (DVS) in a portable multimedia system
to save power while maintaining a desired playback rate. Our algorithm
is similar in complexity to the previously-proposed change-point detection
algorithm but does a better job of maintaining stable
throughput and is not dependent on the assumption of an exponential
distribution of the frame decoding rate. For approximately
the same energy savings as reported by the change-point detection algorithm, our controller is able to keep the average frame delay within
10% of the target more than 90% of the time.