基于awgr的2.5D集成高性能计算系统光子NoC架构设计与评价

P. Grani, R. Proietti, V. Akella, S. Yoo
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引用次数: 14

摘要

在未来,超级计算机的基本构建块的性能改进必须通过3D(垂直)和2.5D(水平)模块堆叠实现更高的集成。但是为了利用这种集成,我们需要一个存储器和计算芯片之间的互连网络,它不仅可以提供更高的带宽,而且比当今最先进的电子互连状态消耗的功率要少一个数量级。介绍了如何在硅中间层上实现基于阵列波导光栅路由器的光子互连,从而实现平分带宽为16 Tb/s的16 × 16光子片上网络(NoC)。我们提出了一个基线网络,假设100%利用率,它消耗2.57 pJ/bit。我们表明,功率由发射器的电光接口主导,可以通过更积极的设计来降低,该设计可以在100%利用率下将每比特的能量提高到0.454 pJ/bit。与最近提出的基于中介程序的电气NoC相比,我们发现在使用Gem5仿真框架的64核系统上,PARSEC基准套件的平均性能提高了25%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and Evaluation of AWGR-Based Photonic NoC Architectures for 2.5D Integrated High Performance Computing Systems
In future performance improvement of the basic building block of supercomputers has to come through increased integration enabled by 3D (vertical) and 2.5D (horizontal) die-stacking. But to take advantage of this integration we need an interconnection network between the memory and compute die that not only can provide an order of magnitude higher bandwidth but also consume an order of magnitude less power than today's state of the art electronic interconnects. Weshow how Arrayed Waveguide Grating Router-based photonic interconnects implemented on the silicon interposer can be used to realize a 16 × 16 photonic Network-on-Chip (NoC) with a bisection bandwidth of 16 Tb/s. We propose a baseline network, which consumes 2.57 pJ/bit assuming 100% utilization. We show that the power is dominated by the electro-optical interface of the transmitter, which can be reduced by a more aggressive design that improves the energy per bit to 0.454 pJ/bit at 100% utilization. Compared to recently proposed interposer-based electrical NoC's we show an average performance improvement of 25% on the PARSEC benchmark suite on a 64-core system using the Gem5 simulation framework.
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