Maximizing Performance of Thermally Constrained Multi-core Processors by Dynamic Voltage and Frequency Control

Provided by: Association for Computing Machinery
Topic: Data Centers
Format: PDF
In this paper a precise formulation of the problem of minimizing the maximum completion time of tasks on a multicore processor, subject to thermal constraints is presented. The power model used in this paper, 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.

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