From the March 2010 Issue...
On the Interplay of Parallelization, Program Performance, and Energy Consumption
By Sangyeun Cho and Rami G. Melhem
This paper derives simple, yet fundamental formulas to describe the interplay between parallelism of an application, program performance, and energy consumption. Given the ratio of serial and parallel portions in an application and the number of processors, we derive optimal frequencies allocated to the serial and parallel regions in an application to either minimize the total energy consumption or minimize the energy-delay product.
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