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

Kang Yao, Yaoyao Ye, S. Pasricha, Jiang Xu
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引用次数: 14

Abstract

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.
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三维环基光学NoC的热敏设计与功率优化
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,提出了基于三维集成硅光子学的片上光网络(NoCs)作为具有大核数的多处理器片上系统(mpsoc)的新兴片上通信架构。然而,由于热光效应,波长选择性硅光子器件,如微谐振器,广泛用于光学noc,遭受温度依赖的波长偏移。因此,片上温度变化会导致显著的热致光功率损耗,这可能会抵消光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,提出了一种基于三维环面的光学NoC的热敏路由算法,以优化其在片上温度变化情况下的功耗。仿真结果表明,在一组实际应用中,8×8×2三维环面光学NoC与采用传统尺寸顺序路由的匹配三维网格光学NoC相比,不使用微谐振器热调谐时功耗降低25%,使用微谐振器热调谐时功耗降低19%,使用非热微谐振器时功耗降低17%。
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Clepsydra: Modeling timing flows in hardware designs A case for low frequency single cycle multi hop NoCs for energy efficiency and high performance P4: Phase-based power/performance prediction of heterogeneous systems via neural networks Cyclist: Accelerating hardware development A coordinated synchronous and asynchronous parallel routing approach for FPGAs
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