Title :
Maximizing performance of thermally constrained multi-core processors by dynamic voltage and frequency control
Author :
Hanumaiah, Vinay ; Vrudhula, Sarma ; Chatha, Karam S.
Author_Institution :
Comput. Sci. & Eng. Dept., Arizona State Univ., Tempe, AZ, USA
Abstract :
In this paper a precise formulation of the problem of minimizing the maximum completion time of tasks on a multi-core processor, subject to thermal constraints is presented. The power model used in this work, accounts for the leakage dependence on temperature, while the thermal model is based on the HotSpot model. The general problem is shown to be a non-linear optimization problem that includes cyclic constraints between temperature and power. The derived policy of dynamic frequency and voltage control results in a performance improvement of 19.6% over an optimal policy which performs speed-only control.
Keywords :
control engineering computing; frequency control; microprocessor chips; velocity control; voltage control; HotSpot model; cyclic constraints; dynamic frequency control; dynamic voltage control; nonlinear optimization problem; speed-only control; thermally constrained multicore processors; Algorithm design and analysis; Frequency control; Microprocessors; Multicore processing; Power system management; Power system modeling; Temperature; Thermal engineering; Thermal management; Voltage control; DVFS; Thermal management; multi-core; optimal throughput;
Conference_Titel :
Computer-Aided Design - Digest of Technical Papers, 2009. ICCAD 2009. IEEE/ACM International Conference on
Conference_Location :
San Jose, CA
Print_ISBN :
978-1-60558-800-1
Electronic_ISBN :
1092-3152