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A High Performance Parallel FDTD Based on Winsock and Multi-Threading on a PC-Cluster

机译:基于Winsock和PC群集上多线程的高性能并行FDTD

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摘要

Parallel technology is a powerful tool to provide the necessary computing power and memory resources for the FDTD method to simulate electrically-large and complex structures. In this paper, a high performance parallel FDTD is developed for multi-core cluster systems. It employs Winsock to achieve efficient inter-process communication as well as multi-threading to make full use of the hardware resources of multi-core processors on a PC-cluster. Key steps for parallel FDTD such as synchronization, data exchange, load balancing, etc., are investigated. An experiment simulating the scattering of an incident electromagnetic wave form of a computer case is presented which shows that the proposed parallel FDTD achieved speedup of 25.1 and parallel efficiency of 83.7% when 10 processors with 30 cores are utilized, and outperforms traditional parallel FDTD based on MPI or MPI-OpenMP, which gained speedup of 22.9, 24.9 and parallel efficiency of 76.3%, 83.1% respectively under the same circumstances.
机译:并行技术是一种强大的工具,可为FDTD方法提供必要的计算能力和内存资源,以模拟大型电气结构和复杂结构。在本文中,针对多核集群系统开发了高性能并行FDTD。它使用Winsock来实现有效的进程间通信以及多线程,以充分利用PC群集上的多核处理器的硬件资源。研究了并行FDTD的关键步骤,例如同步,数据交换,负载平衡等。进行了模拟计算机机箱入射电磁波散射的实验,结果表明,当使用10个具有30核的处理器时,所提出的并行FDTD可以实现25.1的加速比和83.7%的并行效率,并且优于传统的基于FDTD的并行FDTD。 MPI或MPI-OpenMP在相同情况下的加速分别为22.9、24.9和76.3%,83.1%。

著录项

  • 来源
  • 作者

    X. Duan; X. Chen; K. Huang; H. Zhou;

  • 作者单位

    College of Electronics and Information Engineering Sichuan University, Chengdu, 610064, P. R. China;

    College of Electronics and Information Engineering Sichuan University, Chengdu, 610064, P. R. China;

    College of Electronics and Information Engineering Sichuan University, Chengdu, 610064, P. R. China;

    Institute of Applied Physics and Computational Mathematics of Beijing Beijing, 100094, P. R. China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    fdtd; multi-threading; parallel computation; PC cluster; winsock.;

    机译:fdtd;多线程;并行计算PC集群温索克。;

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