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| Sangyeun Cho, Rami Melhem, "Corollaries to Amdahl's Law for Energy," IEEE Computer Architecture Letters, vol. 7, no. 1, pp. 25-28, January-June, 2008. | |||
| BibTex | x | ||
| @article{ 10.1109/L-CA.2007.18, author = {Sangyeun Cho and Rami Melhem}, title = {Corollaries to Amdahl's Law for Energy}, journal ={IEEE Computer Architecture Letters}, volume = {7}, number = {1}, issn = {1556-6056}, year = {2008}, pages = {25-28}, doi = {http://doi.ieeecomputersociety.org/10.1109/L-CA.2007.18}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - IEEE Computer Architecture Letters TI - Corollaries to Amdahl's Law for Energy IS - 1 SN - 1556-6056 SP25 EP28 EPD - 25-28 A1 - Sangyeun Cho, A1 - Rami Melhem, PY - 2008 KW - Power Management KW - Hardware KW - Parallel Architectures VL - 7 JA - IEEE Computer Architecture Letters ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/L-CA.2007.18
This paper studies the important interaction between parallelization and energy consumption in a parallelizable application. Given the ratio of serial and parallel portion in an application and the number of processors, we first derive the optimal frequencies allocated to the serial and parallel regions in the application to minimize the total energy consumption, while the execution time is preserved (i.e., speedup = 1). We show that dynamic energy improvement due to parallelization has a function rising faster with the increasing number of processors than the speed improvement function given by the well-known Amdahl's Law. Furthermore, we determine the conditions under which one can obtain both energy and speed improvement, as well as the amount of improvement. The formula we obtain capture the fundamental relationship between parallelization, speedup, and energy consumption and can be directly utilized in energy aware processor resource management. Our results form a basis for several interesting research directions in the area of power and energy aware parallel processing.
Index Terms:
Power Management, Hardware, Parallel Architectures
Citation:
Sangyeun Cho, Rami Melhem, "Corollaries to Amdahl's Law for Energy," IEEE Computer Architecture Letters, vol. 7, no. 1, pp. 25-28, Jan.-June 2008, doi:10.1109/L-CA.2007.18
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