基于Kernighan-Lin分区的基于网格的片上网络设计的热方差感知应用映射

K. Manna, Vedic Choubey, S. Chattopadhyay, I. Sengupta
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引用次数: 15

摘要

本文提出了一种基于Kernighan-Lin双分区的方法,将应用程序的核心图映射到基于网格的片上网络(NoC)架构上。它旨在优化最终解决方案的通信成本和热方差。实验结果表明,与最近报道的许多应用映射策略(如NMAP[1]、LMAP[2]和DPSO[3])相比,该方法可以显著降低模具的平均温度及其标准差。所有这些报道的方法都试图获得一个通信感知映射,而不关心模具的温度分布。就通信成本而言,我们提出的方法优于除DPSO之外的所有报道的方法,而就温度分布而言,它优于所有这些方法。在通信成本和温度分布之间也可以实现折衷。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Thermal variance-aware application mapping for mesh based network-on-chip design using Kernighan-Lin partitioning
This paper presents a Kernighan-Lin bi-partitioning based approach to perform mapping the core graph of an application onto a mesh-based Network-on-Chip (NoC) architecture. It aims at optimizing both communication cost and thermal variance of the resulting solution. Experimental results show that the approach could obtain significant reduction in mean temperature of the die and its standard deviation, compared to many of the recently reported application mapping strategies such as NMAP [1], LMAP [2] and DPSO [3]. All these reported approaches attempt to obtained a communication aware mapping, without any concern about temperature profile of the die. Our proposed approach outperforms all these reported approaches except DPSO, in-terms of communication cost, whereas, in-terms of temperature profile, it outperforms all these approaches. Tradeoff between the communication cost and temperature profile could also be achieved.
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