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An Adaptive Process-Variation-Aware Technique for Power-Gating-Induced Power/Ground Noise Mitigation in MPSoC

机译:自适应过程变化感知技术,用于在MPSoC中降低功率门控引起的功率/地面噪声

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摘要

Power gating (PG) is one of the most effective techniques to reduce the leakage power in multiprocessor system-on-chips (MPSoCs). However, the power-mode transition during the PG period of an individual processing unit (PU) will introduce serious power/ground (P/G) noise to the neighboring PUs. As technology scales, the P/G noise problem becomes a severe reliability threat to MPSoCs. At the same time, the increasing manufacturing process variations (PVs) also bring uncertainties to the P/G noise problem and make it difficult to predict and mitigate. To tackle this problem, in this paper, we analyze the PG-induced P/G noise in the presence of PVs and propose a hardware–software collaborated runtime technique to adaptively protect PUs from P/G noise. Sensor network-on-chip is used to gather noise information and coordinate different system components. An online PV-aware algorithm is developed to effectively decide the noise impact range and arrange protections for affected PUs based on the collected noise information. We evaluate the proposed technique through cycle-level Monte Carlo simulations of NoC-based MPSoCs in different scales. The experimental results on various realistic applications show that our technique could achieve comparable reliability to the most reliable static technique while improve on average 3.78%–29.5% the system energy efficiency and reduce 15.7%–70.4% the performance penalty on different MPSoC scales.
机译:功率门控(PG)是减少多处理器片上系统(MPSoC)中泄漏功率的最有效技术之一。但是,在单个处理单元(PU)的PG周期内,电源模式转换会给相邻的PU引入严重的电源/接地(P / G)噪声。随着技术的扩展,P / G噪声问题已成为对MPSoC的严重可靠性威胁。同时,制造工艺变化(PVs)的增加也给P / G噪声问题带来了不确定性,并使其难以预测和缓解。为了解决这个问题,在本文中,我们分析了PV存在时PG引起的P / G噪声,并提出了一种硬件-软件协同运行时技术来自适应地保护PU免受P / G噪声的影响。片上传感器网络用于收集噪声信息并协调不同的系统组件。开发了一种在线PV感知算法,可以有效地确定噪声影响范围,并根据收集的噪声信息为受影响的PU安排保护措施。我们通过不同规模的基于NoC的MPSoC的周期级蒙特卡罗仿真来评估所提出的技术。在各种实际应用中的实验结果表明,我们的技术可以达到与最可靠的静态技术相当的可靠性,同时在不同的MPSoC规模上平均可以提高3.78%–29.5%的系统能效,并降低15.7%–70.4%的性能损失。

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  • 作者单位

    Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong;

    Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong;

    Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong;

    Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong;

    Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong;

    Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong;

    Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong;

    Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong;

    Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Transistors; Switching circuits; System-on-chip; Reliability; Runtime; Network-on-chip; Multiprocessing systems;

    机译:晶体管;开关电路;片上系统;可靠性;运行时间;片上网络;多处理系统;

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