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Thermal-sensitive design and power optimization for a 3D torus-based optical NoC

机译:基于3D环面光学NoC的热敏设计和功率优化

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In order to overcome limitations of traditional electronic interconnects in terms of power efficiency and bandwidth density, optical networks-on-chip (NoCs) based on 3D integrated silicon photonics have been proposed as an emerging on-chip communication architecture for multiprocessor systems-on-chip (MPSoCs) with large core counts. However, due to thermo-optic effects, wavelength-selective silicon photonic devices such as microresonators, which are widely used in optical NoCs, suffer from temperature-dependent wavelength shifts. As a result, on-chip temperature variations cause significant thermal-induced optical power loss which may counteract the power advantages of optical NoCs. To tackle this problem, in this work, we present a thermal-sensitive design and power optimization approach for a 3D torus-based optical NoC architecture. Based on an optical thermal modeling platform which models the thermal effect in optical NoCs from a system-level perspective, a thermal-sensitive routing algorithm is proposed for the 3D torus-based optical NoC to optimize its power consumption in the presence of on-chip temperature variations. Simulation results show that in an 8×8×2 3D torus-based optical NoC under a set of real applications, as compared with a matched 3D mesh-based optical NoC with traditional dimension order routing, the power consumption is reduced by 25% if thermal tuning for microresonators is not utilized, by 19% if thermal tuning is utilized for microresonators, and by 17% if athermal microresonators are used.
机译:为了克服传统电子互连在功率效率和带宽密度方面的局限性,基于3D集成硅光子学的片上光网络(NoC)已被提议作为一种新兴的片上通信架构,用于多处理器系统。具有大内核数量的芯片(MPSoC)。但是,由于热光效应,广泛用于光学NoC的波长选择硅光子器件(例如微谐振器)会遭受与温度有关的波长偏移。结果,芯片上的温度变化会导致明显的热感应光功率损耗,这可能抵消光学NoC的功率优势。为了解决这个问题,在这项工作中,我们提出了一种基于3D环面的光学NoC架构的热敏设计和功率优化方法。基于从系统级角度对光学NoC中的热效应进行建模的光学热建模平台,针对基于3D环面的光学NoC提出了一种热敏路由算法,以在存在片上时优化其功耗温度变化。仿真结果表明,在一组实际应用中的基于8×8×2 3D圆环的光学NoC中,与匹配的具有传统尺寸顺序路由的基于3D网格的光学NoC相比,功耗降低了25%如果未使用微谐振器的热调谐,则将微调谐器使用热调谐降低19%,如果使用无热微谐振器,则降低17%。

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