Distributed power management of real-time applications on a GALS multiprocessor SOC

Andrew Nelson, K. Goossens
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引用次数: 3

Abstract

It is generally desirable to reduce the power consumption of embedded systems. Dynamic Voltage and Frequency Scaling (DVFS) is a commonly applied technique to achieve power reduction at the cost of computational performance. Multiprocessor System on Chips (MPSoCs) can have multiple voltage and frequency domains, e.g. per-core. When DVFS is applied to real-time applications, the effects must be accounted for in the associated formal timing model. In this work, we contribute our distributed multi-core run-time power-management technique for real-time dataflow applications that uses per-core lookup-tables to select low-power DVFS operating points that meet the application's timing requirement. We describe in detail how timing slack is observed locally at run-time on each core and is used to select a local DVFS operating point that meets the application's timing requirement. We further describe our static off-line formal analysis technique to generate these per-core lookup-tables that link timing slack to low-power DVFS operating points. We provide an experimental analysis of our proposed technique using an H.263 decoder application that is mapped onto an FPGA prototyped hardware platform.
GALS多处理器SOC上实时应用的分布式电源管理
通常希望降低嵌入式系统的功耗。动态电压和频率缩放(DVFS)是一种以牺牲计算性能为代价实现功耗降低的常用技术。多处理器片上系统(mpsoc)可以有多个电压和频域,例如每核。当DVFS应用于实时应用程序时,必须在相关的正式定时模型中考虑其影响。在这项工作中,我们为实时数据流应用程序提供了分布式多核运行时电源管理技术,该技术使用每核查找表来选择满足应用程序时序要求的低功耗DVFS操作点。我们详细描述了如何在每个内核运行时本地观察到时序松弛,并使用它来选择满足应用程序时序要求的本地DVFS操作点。我们进一步描述了我们的静态离线形式分析技术,以生成这些将定时松弛连接到低功耗DVFS工作点的每核查询表。我们使用映射到FPGA原型硬件平台的H.263解码器应用程序对我们提出的技术进行了实验分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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