Research on NoC Power Consumption Mapping Based on GPU Accelerating Ant Colony Algorithm

Yu Dong Bai; Wei Yang; Qiao Chen; Jing Yu Chen

doi:10.4028/www.scientific.net/AMM.263-266.2230

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 263-266Research on NoC Power Consumption Mapping Based on...

Research on NoC Power Consumption Mapping Based on GPU Accelerating Ant Colony Algorithm

Abstract:

As the power consumption becomes a hot topic in the field of NOC, many researchers are studying the design technology that minimizes the power consumption of NOC. Some articles realize the NoC mapping by ant colony optimization algorithm. However, by these methods, the system consumes much more CPU time when the scale of the problem or the amount of ants increases. In this article, by GPU acceleration, the scale of the problem to be solved can be increased linearly with the increasing of ants.

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Periodical:

Applied Mechanics and Materials (Volumes 263-266)

Pages:

2230-2233

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.263-266.2230

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Online since:

December 2012

Authors:

Yu Dong Bai, Wei Yang, Qiao Chen, Jing Yu Chen

Keywords:

Ant Colony Optimization (ACO), Energy Consumption (EC), Graphic Processing Unit (GPU), Mapping, Network on Chip

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References

[1] V Maniezzo Exact and approximate nondeterministic tree-search procedures for the quadratic assignment problem (1998)

DOI: 10.1287/ijoc.11.4.358

Google Scholar

[2] J Kim; M Horowitz Adaptive supply serial links with sub-1V operation and per-pin clock recovery

DOI: 10.1109/isscc.2002.992221

Google Scholar

[3] D Shin;J Kim Power-aware communication optimization for networks-on-chips with voltage scalable links (2004)

Google Scholar

[4] T Simunic; S Boyd Managing power consumption in networks on chips [foreign language conference] (2002)

Google Scholar

[5] Wu Enhua. state of the art and future challenge on general purpose computation by graphics processing unit. Journal of Software，2004, 15 (10) :1493-1504. In Chinese.

Google Scholar