• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊
论文

OVALS海洋资料同化系统并行计算研究

  • 卢风顺 ,
  • 宋君强 ,
  • 朱小谦
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  • (国防科学技术大学计算机学院,湖南 长沙 410073)
卢风顺(1982-),男,山东临沂人,博士生,研究方向为科学计算与并行算法;宋君强,研究员,博士生导师,研究方向为高性能计算应用、数值天气预报等;朱小谦,副研究员,研究方向为分布并行计算、数值天气预报等。

收稿日期: 2008-05-28

  修回日期: 2008-10-10

  网络出版日期: 2010-01-18

A Study of the Parallel Computation of the OVALS Ocean Data Assimilation System

  • LEI Feng-Shun ,
  • SONG Jun-Jiang ,
  • SHU Xiao-Qian
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  • (School of Computer Science,National University of Defense Technology,Changsha 410073,China)

Received date: 2008-05-28

  Revised date: 2008-10-10

  Online published: 2010-01-18

摘要

海洋数值预报技术的发展与高性能计算密切相关。为提高OVALS海洋资料同化系统的时效性,本文实现了OVALS系统的并行化。在温盐资料同化模块并行化过程中,本文提出了层优先处理器划分算法,并研究了基于该算法的并行I/O、全局通讯等实现方法;在高度计资料同化模块并行化过程中,设计实现了基于预处理的非规则区域分解算法,较好地实现了OVALS并行计算负载平衡。数值实验表明,OVALS并行系统在36并行规模下取得了17.45的并行加速比。

本文引用格式

卢风顺 , 宋君强 , 朱小谦 . OVALS海洋资料同化系统并行计算研究[J]. 计算机工程与科学, 2010 , 32(1) : 113 -116 . DOI: 10.3969/j.issn.1007130X.2010.

Abstract

High performance computing is closely related to the development of numerical oceanic prediction. In order to enhance the intime property of the OVALS, this paper focuses on the parallelism of the OVALS system. In the process of parallelizing the ASSIMI part, the LayerFirstProcessorAllocation algorithm is proposed and the parallel I/O and global communication operations are implemented based on the LFPA algorithm. In the process of parallelizing the ASSssh part, an irregular domain decomposition algorithm based on the precondition is designed and implemented,which makes the computation load balancing of the parallel OVALS system. The numerical experiment shows that the parallel OVALS system gains a 17.45 speedup when running with 36 processes.

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