CTWR:一种局部连接3D片上网络的拥塞、温度和磨损感知路由算法

IF 4 3区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Mojtaba Asadboland, Amin Mehranzadeh, Mohammad Mosleh
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引用次数: 0

摘要

三维片上网络(3D-NoC)是克服复杂片上系统(SoC)架构中通信限制的有效解决方案。然而,诸如温度升高、流量拥塞和链路损耗等挑战会严重影响网络性能和使用寿命。在本研究中,我们提出了一种名为CTWR(拥塞、温度和磨损感知路由)的自适应路由算法,该算法同时考虑温度、拥塞和磨损,同时利用层内和层间路由方法来提高网络性能。该算法采用动态方法评估垂直链路的实时状态,以控制和减少损耗,选择减少热热点的路径,平衡流量分配,延长互联的使用寿命。在不同的交通场景和多个垂直链路或电梯布局配置下进行的大量评估和仿真表明,CTWR算法比ETW、EF、HE和Nezarat路由方法的平均分组延迟分别降低了92.71%、67.84%、56.33%和26.91%。此外,与这些方法相比,我们提出的方法提高了9.88%,4.38%,2.64%和1.66%的平均网络吞吐量。芯片表面的热分析也揭示了较低的整体温度和更平衡的热分布比竞争技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
CTWR: A congestion, temperature and wear-aware routing algorithm for partially-connected 3D network-on-chip
Three-dimensional Network-on-Chip (3D-NoC) is an efficient solution to overcome communication limitations in complex System-on-Chip (SoC) architectures. However, challenges such as increased temperature, traffic congestion, and link wear-out significantly impact network performance and lifespan. In this study, we propose an adaptive routing algorithm named CTWR (Congestion, Temperature and Wear-aware Routing), which simultaneously considers temperature, congestion, and wear-out while utilizing both intra-layer and inter-layer routing approaches to enhance network performance. The algorithm employs a dynamic approach to assess the real-time status of vertical links to control and reduce wear-out, selecting paths that mitigate thermal hotspots, balance traffic distribution, and extend the lifespan of interconnects. Extensive assessments and simulations performed under diverse traffic scenarios and multiple vertical link or elevator layout configurations indicate that the CTWR algorithm outperforms ETW, EF, HE, and Nezarat routing methods in reducing average packet delay by 92.71 %, 67.84 %, 56.33 %, and 26.91 %, respectively. Furthermore, our proposed approach enhances average network throughput by 9.88 %, 4.38 %, 2.64 %, and 1.66 % compared to these methods. Thermal analysis of the chip surface also reveals a lower overall temperature and a more balanced heat distribution than competing techniques.
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来源期刊
Computers & Electrical Engineering
Computers & Electrical Engineering 工程技术-工程:电子与电气
CiteScore
9.20
自引率
7.00%
发文量
661
审稿时长
47 days
期刊介绍: The impact of computers has nowhere been more revolutionary than in electrical engineering. The design, analysis, and operation of electrical and electronic systems are now dominated by computers, a transformation that has been motivated by the natural ease of interface between computers and electrical systems, and the promise of spectacular improvements in speed and efficiency. Published since 1973, Computers & Electrical Engineering provides rapid publication of topical research into the integration of computer technology and computational techniques with electrical and electronic systems. The journal publishes papers featuring novel implementations of computers and computational techniques in areas like signal and image processing, high-performance computing, parallel processing, and communications. Special attention will be paid to papers describing innovative architectures, algorithms, and software tools.
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