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Low-overhead Routing Algorithm for 3D Network-on-Chip

机译:用于3D网络的低开销路由算法

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Despite the higher scalability and parallelism integration offered by Network-on-Chip (NoC) over the traditional shared-bus based systems, it is still not an ideal solution for future large scale Systems-on-Chip (SoCs), due to some limitations such as high power consumption and high cost communication. Recently, extending 2D-NoC to the third dimension (3D-NoC) has been proposed to deal with these problems. One of the most important design choices for 3D-NoC designs is the implementation of a fast and high throughput system with a reasonable hardware complexity. Moreover, adopting an efficient routing algorithm has become an important task since the flits' path selection has a direct impact on the overall system performance. In this paper, we propose a low overhead, and high throughput 3D-NoC routing algorithm named Look-ahead-XYZ (LA-XYZ). We implemented the proposed algorithm in our 3D-NoC deign, named 3D-OASIS-NoC', and we prototyped it on FPGA. We evaluated its performance using Transpose traffic pattern and two selected real applications (JPEG-encoder and Matrix-multiplication). Evaluation results show that the proposed algorithm reduces the communication latency by 29.22% and 35.12% and enhances the throughput with an average of 26% and 38.95% when compared to XYZ and Randomized Partially Minimal (RPM) routing algorithms respectively.
机译:尽管通过传统的共享总线的系统上网(NOC)提供了更高的可扩展性和并行集成,但由于传统的共享总线的系统,仍然不是未来大规模的片上系统(SOC)的理想解决方案,这是由于一些限制如高功耗和高成本通信。最近,已经提出了将2D-NOC扩展到第三维(3D-NOC)来处理这些问题。 3D-NoC设计最重要的设计选择之一是实现快速和高吞吐量系统,具有合理的硬件复杂性。此外,采用有效的路由算法已成为一个重要任务,因为闪存的路径选择对整体系统性能直接影响。在本文中,我们提出了一个名为Look-Feain-XYZ(LA-XYZ)的低开销和高吞吐量3D-NoC路由算法。我们在我们的3D-NOC Deign中实现了拟议的算法,名为3D-Oasis-Noc',我们在FPGA上原型。我们使用跨障流量模式和两个选定的实际应用(JPEG-COMODER和MATRIX乘法)进行评估其性能。评价结果表明,与XYZ分别相比,该算法将通信延迟减少29.22%和35.12%,增强了平均值26%和38.95%的吞吐量。分别与随机的部分最小(RPM)路由算法相比。

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