基于聚类的NoC系统同步任务与电压调度

Yifang Liu, Yu Yang, Jiang Hu
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引用次数: 11

摘要

片上网络(NoC)作为一种有前途的通信结构正在兴起,它在芯片复杂性方面具有可扩展性。同时,最新的芯片设计越来越多地利用多个电压频率域来提高能效。在这项工作中,我们提出了一种同步任务和电压调度算法,用于基于NoC的设计中的能量最小化。能量延迟的权衡是由拉格朗日弛豫来处理的。核心算法是一种基于聚类的方法,它不仅为每个任务(或处理单元)分配电压水平和开始时间,而且自然地找到电压频率聚类。与之前的一项工作相比,该方法可以依次执行任务调度和电压分配,平均减少20%的能量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Clustering-based simultaneous task and voltage scheduling for NoC systems
Networks-on-chip (NoC) is emerging as a promising communication structure, which is scalable with respect to chip complexity. Meanwhile, latest chip designs are increasingly leveraging multiple voltage-frequency domains for energy-efficiency improvement. In this work, we propose a simultaneous task and voltage scheduling algorithm for energy minimization in NoC based designs. The energy-latency tradeoff is handled by Lagrangian relaxation. The core algorithm is a clustering based approach which not only assigns voltage levels and starting time to each task (or Processing Element) but also naturally finds voltage-frequency clusters. Compared to a recent previous work, which performs task scheduling and voltage assignment sequentially, our method leads to an average of 20% energy reduction.
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