A New Parallel Frequency-Domain Finite-Difference Algorithm Using Multi-GPU

被引:0
|
作者
Wang, Yijing [1 ]
He, Xinbo [1 ]
Wei, Bin [1 ]
机构
[1] Xidian Univ, Sch Phys, Xian 710071, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
Graphics processing units; Sparse matrices; Computational efficiency; Finite difference methods; Matrix decomposition; Instruction sets; Mathematical models; Electromagnetic scattering; frequency-domain finite-difference (FDFD); graphic processing unit (GPU); multi-GPU; parallel algorithm; CONJUGATE GRADIENTS; ACCELERATION; FDTD;
D O I
10.1109/LMWT.2024.3414598
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This letter presents a parallel frequency-domain finite-difference (FDFD) algorithm based on multi-graphic processing unit (GPU) applied to electromagnetic scattering computations to enhance the computational efficiency of the algorithm. The proposed algorithm parallelizes the solution of large-scale sparse matrices, distributing threads to the matrix-vector and vector-vector multiplication operations within decomposed sub-matrices to reduce the computational time. Moreover, we configure the OpenMP to optimize communication transfer between multiple GPUs, thereby improving computational efficiency. The simulation results show that compared with the conventional FDFD method, the proposed algorithm can enhance computational efficiency while ensuring accuracy.
引用
收藏
页码:971 / 974
页数:4
相关论文
共 50 条
  • [21] A PARALLEL IMPLEMENTATION OF THE FINITE-DIFFERENCE TIME-DOMAIN ALGORITHM
    CHEW, KC
    FUSCO, VF
    INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS, 1995, 8 (3-4) : 293 - 299
  • [22] A hybrid absorbing boundary condition for frequency-domain finite-difference modelling
    Ren, Zhiming
    Liu, Yang
    JOURNAL OF GEOPHYSICS AND ENGINEERING, 2013, 10 (05)
  • [23] Elastic frequency-domain finite-difference contrast source inversion method
    He, Qinglong
    Chen, Yong
    Han, Bo
    Li, Yang
    INVERSE PROBLEMS, 2016, 32 (03)
  • [24] A simplified calculation for adaptive coefficients of finite-difference frequency-domain method
    Xu, Wen-Hao
    Ba, Jing
    Carcione, Jose Maria
    Yang, Zhi-Fang
    Yan, Xin-Fei
    APPLIED GEOPHYSICS, 2023, 20 (03) : 262 - 277
  • [25] Multiscale finite-difference method for frequency-domain acoustic wave modeling
    Jiang, Wei
    Chen, Xuehua
    Jiang, Shuaishuai
    Zhang, Jie
    GEOPHYSICS, 2021, 86 (04) : T193 - T210
  • [26] Finite-difference frequency-domain method for the extraction of effective parameters of metamaterials
    Costa, Joao T.
    Silveirinha, Mario G.
    Maslovski, Stanislav I.
    PHYSICAL REVIEW B, 2009, 80 (23)
  • [27] An efficient finite-difference frequency-domain method including thin layers
    Arft, CM
    Knoesen, A
    MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2004, 43 (01) : 40 - 44
  • [28] A simplified calculation for adaptive coefficients of finite-difference frequency-domain method
    Wen-Hao Xu
    Jing Ba
    José Maria Carcione
    Zhi-Fang Yang
    Xin-Fei Yan
    Applied Geophysics, 2023, 20 : 262 - 277
  • [29] How to choose a subset of frequencies in frequency-domain finite-difference migration
    Mulder, WA
    Plessix, RE
    GEOPHYSICAL JOURNAL INTERNATIONAL, 2004, 158 (03) : 801 - 812
  • [30] Dyakonov plasmons in hypercrystals studied by finite-difference frequency-domain method
    Novikov, V. B.
    Murzina, T., V
    5TH INTERNATIONAL CONFERENCE ON METAMATERIALS AND NANOPHOTONICS (METANANO 2020), 2020, 2300