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MSP based thermal-aware mapping approach for 3D Network-on-Chip under performance constraints

机译:在性能约束下基于MSP的3D片上网络的热感知映射方法

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References(11) Three dimensional Network-on-chip (3D NoC) is proposed as an effective architecture to optimize system performance. However, thermal issues bring significant challenges on 3D NoC due to high power density. In this paper, we propose a 3D matrix synthesis problem (MSP) based thermal-aware mapping approach under performance constraints for 3D NoC architecture to realize temperature equilibrium and achieve better performance. Genetic algorithm is taken in the approach to obtain the optimal placements. Experimental results show that the proposed approach can achieve a temperature deviation of 45.3% on average compared with the state of art thermal optimization approaches. Moreover, our approach achieves 9.43% power saving and 14.88% delay reduction.
机译:参考文献(11)提出了三维芯片网络(3D NoC)作为优化系统性能的有效架构。但是,由于功率密度高,散热问题给3D NoC带来了巨大挑战。在本文中,我们提出了一种在性能约束下基于3D矩阵合成问题(MSP)的3D NoC体系结构的热感知映射方法,以实现温度平衡并获得更好的性能。该方法采用遗传算法来获得最佳位置。实验结果表明,与现有的热优化方法相比,该方法平均可实现45.3%的温度偏差。此外,我们的方法实现了9.43%的功率节省和14.88%的延迟减少。

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