On optimizing system energy of multi-core SoCs based on dynamically reconfigurable voltage-frequency island

Song Jin, Songwei Pei, Yinhe Han, Huawei Li
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引用次数: 3

Abstract

Voltage-frequency island (VFI)-based design has been widely exploited for optimizing system energy of embedded multi-core chip in recent years. The existing work either constructed a single static VFI partition for all kinds of applications or required per core voltage domain configuration. However, the former solution is difficult to find a single optimal VFI partition for diverse applications while the latter one suffers from high hardware cost. In this paper, we propose an energy optimization framework based on dynamically reconfigurable VFI (D-VFI). Our framework treats a small number of cores as dynamic cores (D-cores) and configures each of them with an independent voltage domain. At runtime, the D-cores can be pieced together with neighboring static VFIs. This can dynamically construct the optimal VFI partition for different kinds of applications, achieving more aggressive energy optimization under low cost. To identify the D-cores, we propose a D-VFI aware task scheduling and VFI partitioning algorithm. Moreover, we analyze all the VFI partitions to determine the optimal voltage scaling intervals which can accommodate performance degradation resulted from voltage scaling. Experimental results demonstrates that the effectiveness of the proposed scheme.
基于动态可重构电压-频率岛的多核soc系统能量优化
近年来,基于电压频率岛(VFI)的设计被广泛应用于嵌入式多核芯片的系统能量优化。现有的工作要么为各种应用构建单个静态VFI分区,要么需要每个核心电压域配置。然而,前者难以为各种应用找到一个最优的VFI分区,而后者则存在硬件成本高的问题。本文提出了一种基于动态可重构VFI (D-VFI)的能量优化框架。我们的框架将少量核心视为动态核心(d -核心),并为每个核心配置一个独立的电压域。在运行时,d核可以与相邻的静态vfi拼接在一起。这可以动态地为不同类型的应用构建最优的VFI分区,在低成本下实现更激进的能量优化。为了识别d核,我们提出了一种感知D-VFI的任务调度和VFI分区算法。此外,我们分析了所有的VFI分区,以确定最优的电压缩放间隔,以适应电压缩放导致的性能下降。实验结果证明了该方案的有效性。
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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