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A Multi-Phase Based Multi-Application Mapping Approach for Many-Core Networks-on-Chip

机译:用于多核网络的多相多应用多应用映射方法

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摘要

More and more attention is being paid to the use of massive parallel computing performed on many-core Networks-on-Chip (NoC) in order to accelerate performance. Simultaneously deploying multiple applications on NoC is one feasible way to achieve this. In this paper, we propose a multi-phase-based multi-application mapping approach for NoC design. Our approach began with a rectangle analysis, which offered several potential regions for application. Then we mapped all tasks of the application into these potential regions using a genetic algorithm, and identified the one which exhibited the strongest performance. When the packeted regions for each application were identified, a B*Tree-based simulated annealing algorithm was used to generate the optimal placement for the multi-application mapping regions. The experiment results show that the proposed approach can achieve a considerable reduction in network power consumption (up to 23.45%) and latency (up to 24.42%) for a given set of applications.
机译:越来越多地关注在许多核心网络(NOC)上执行大规模并行计算以便加速性能。同时在NOC上部署多个应用程序是实现这一目标的一种可行方法。在本文中,我们提出了一种用于NOC设计的多相类多应用映射方法。我们的方法始于矩形分析,为应用程序提供了几个潜在地区。然后我们使用遗传算法将应用程序的所有任务映射到这些潜在区域中,并识别出呈现最强性能的潜在区域。当识别每个应用程序的分组区域时,使用基于B *树的模拟退火算法来生成多应用映射区域的最佳放置。实验结果表明,对于特定的一组应用,所提出的方法可以实现网络功耗(高达23.45%)和延迟(高达24.42%)的相当大。

著录项

  • 期刊名称 Micromachines
  • 作者单位
  • 年(卷),期 2021(12),6
  • 年度 2021
  • 页码 613
  • 总页数 10
  • 原文格式 PDF
  • 正文语种
  • 中图分类
  • 关键词

    机译:网络上的网络;多应用;映射;

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