A Cost-Effective Energy Optimization Framework of Multicore SoCs Based on Dynamically Reconfigurable Voltage-Frequency Islands

Song Jin, Songwei Pei, Yinhe Han, Huawei Li
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引用次数: 6

Abstract

Voltage-frequency island (VFI)-based design has been widely exploited for optimizing system energy of embedded multicore 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 hard to find one optimal VFI partition for diverse applications while the latter one suffers from high hardware cost. In this article, we propose a cost effective 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 by scaling their operating voltages. This can dynamically construct the optimal VFI partitions for different kinds of applications, thus achieving more aggressive energy optimization under low cost. To identify the D-cores, we propose a rules constrained task scheduling and VFI partitioning algorithm. Moreover, we analyze the task schedules to determine the optimal scaling intervals which can accommodate voltage scaling induced latency. Experimental results demonstrate that the effectiveness of the proposed scheme.
基于动态可重构电压-频率岛的高性价比多核soc能量优化框架
近年来,基于电压-频率岛(VFI)的设计被广泛用于嵌入式多核芯片的系统能量优化。现有的工作要么为所有类型的应用构建单个静态VFI分区,要么需要每个核心电压域配置。但是,前者很难为各种应用程序找到一个最佳的VFI分区,而后者则存在硬件成本高的问题。在本文中,我们提出了一个基于动态可重构VFI (D-VFI)的具有成本效益的能源优化框架。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核可以通过缩放其工作电压与相邻的静态vfi拼接在一起。这可以动态地为不同类型的应用程序构建最佳的VFI分区,从而在低成本下实现更积极的能源优化。为了识别d核,我们提出了一种规则约束的任务调度和VFI分区算法。此外,我们还分析了任务调度,以确定可以容纳电压缩放引起的延迟的最佳缩放间隔。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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