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Scalability of a multi-physics system for forest fire spread prediction in multi-core platforms

机译:多核平台中用于森林火灾蔓延预测的多物理系统的可扩展性

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摘要

Advances in high-performance computing have led to an improvement in modeling multi-physics systems because of the capacity to solve complex numerical systems in a reasonable time. WRF-SFIRE is a multi-physics system that couples the atmospheric model WRF and the forest fire spread model called SFIRE with the objective of considering the atmosphere-fire interactions. In systems like WRF-SFIRE, the trade-off between result accuracy and time required to deliver that result is crucial. So, in this work, we analyze the influence of WRF-SFIRE settings (grid resolutions) into the forecasts accuracy and into the execution times on multi-core platforms using OpenMP and MPI parallel programming paradigms.
机译:由于能够在合理的时间内解决复杂的数值系统,高性能计算的进步导致对多物理场系统建模的改进。 WRF-SFIRE是一个多物理系统,它结合了大气模型WRF和称为SFIRE的森林火灾蔓延模型,目的是考虑大气与火的相互作用。在WRF-SFIRE之类的系统中,在结果精度和交付结果所需的时间之间进行权衡至关重要。因此,在这项工作中,我们使用OpenMP和MPI并行编程范例来分析WRF-SFIRE设置(网格分辨率)对预测准确性和执行时间在多核平台上的影响。

著录项

  • 来源
    《Journal of supercomputing》 |2019年第3期|1163-1174|共12页
  • 作者单位

    Univ Autonoma Barcelona, Carrer Sitges S-N,Campus Bellaterra, Cerdanyola Del Valles 08193, Spain;

    Univ Autonoma Barcelona, Carrer Sitges S-N,Campus Bellaterra, Cerdanyola Del Valles 08193, Spain;

    Univ Autonoma Barcelona, Carrer Sitges S-N,Campus Bellaterra, Cerdanyola Del Valles 08193, Spain;

    Serv Meteorol Catalunya, C Berlin 38-48, Barcelona 08029, Spain;

    Serv Meteorol Catalunya, C Berlin 38-48, Barcelona 08029, Spain;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Forest fire simulation; Multi-physics model; Multi-core; Scalability;

    机译:森林火灾模拟;多物理场模型;多核;可扩展性;

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