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结构网格CFD应用程序在天河超级计算机上的高效并行与优化

王勇献 张理论 车永刚 徐传福 刘巍 程兴华

电子学报Issue(1):36-44,9.
电子学报Issue(1):36-44,9.DOI:10.3969/j.issn.0372-2112.2015.01.007

结构网格CFD应用程序在天河超级计算机上的高效并行与优化

Efficient Parallel Computing and Performance Tuning for Multi-Block Structured Grid CFD Applications on Tianhe Supercomputer

王勇献 1张理论 2车永刚 1徐传福 2刘巍 1程兴华2

作者信息

  • 1. 国防科技大学计算机学院,湖南长沙 410073
  • 2. 国防科技大学并行与分布处理重点实验室,湖南长沙 410073
  • 折叠

摘要

Abstract

How to improve the parallel performance of CFD applications with typical multi-block structured grid based on the CPU sub-platform of Tianhe-1A and CPU+MIC co-processor heterogeneous platform of Tianhe-2 supercomputer system ,is focused in this paper .Some strategies of performance optimization matched with both the characteristic of CFD application and the architec-tures of high-performance computing (HPC) platform are discussed in detail .Some numerical experiments are performed on Tianhe-2 supercomputer system with the maximum of grid cells achieving 6.8 × 1011 ,and the total amount of processors and/or co-proces-sors being 1.376 × 106 .It shows that the optimized code can get a speedup of 2.6 times faster on CPU and co-processor hybrid plat-form than that on the CPU platform only ,and good scalability is also observed from the test results .

关键词

计算流体力学/多区结构网格/并行计算/天河计算机/CPU+MIC异构计算

Key words

computational fluid dynamics/multi-block structured grid/parallel computing/Tianhe supercomputer/CPU+MIC heterogeneous computing

分类

信息技术与安全科学

引用本文复制引用

王勇献,张理论,车永刚,徐传福,刘巍,程兴华..结构网格CFD应用程序在天河超级计算机上的高效并行与优化[J].电子学报,2015,(1):36-44,9.

基金项目

国家自然科学基金(No .61379056,No .11272352);空气动力学国家重点实验室基金 ()

电子学报

OA北大核心CSCDCSTPCD

0372-2112

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