Data-Parallel Numerical Weather Forecasting

نویسندگان

  • Lex Wolters
  • Gerard Cats
  • Nils Gustafsson
چکیده

In this paper we describe the implementation of a numerical weather forecast model on a massively parallel computer system. This model is a production code used for routine weather forecasting at the meteorological institutes of several European countries. The modi cations needed to achieve a data-parallel version of this model without explicit message passing are outlined. The achieved performance of di erent numerical solution methods within this model are presented and compared.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Data-parallel numerical methods in a weather forecast model

The results presented in this paper are part of a research project to investigate the possibilities to apply massively parallel architectures for numerical weather forecasting. Within numerical weather forecasting several numerical techniques are used to solve the model equations. This paper compares the performance of implementations on a MasPar system of two techniques, nite di erence and spe...

متن کامل

Finite Diierence and Spectral Models for Numerical Weather Forecasting on a Massively Parallel Computer

A computationally intensive part in a model for numerical weather forecasting solves a set of partial diierential equations. There are several techniques to obtain this solution numerically. In this paper we will discuss the implementation of a numerical weather forecasting model on a massively parallel architecture using two techniques: a nite diierence (gridpoint) method and a spectral method...

متن کامل

Finite Di erence and Spectral Models for Numerical Weather Forecasting on a Massively Parallel Computer

A computationally intensive part in a model for numerical weather forecasting solves a set of partial di erential equations. There are several techniques to obtain this solution numerically. In this paper we will discuss the implementation of a numerical weather forecasting model on a massively parallel architecture using two techniques: a nite di erence (gridpoint) method and a spectral method...

متن کامل

11.8 Porting the High Resolution Limited Area Forecast System (hlafs) on Shared and Distributed Memory Hardware Platforms for Real-time Operational Weather Forecasting in China

Weather forecasting via numerical techniques, imposes high demands on computer processing time and other computer resources. The use of high resolution numerical techniques for the discretization of the modeling domain in space, the incorporation of more complex representations of physical processes or the exploitation of longer time scale phenomena can easily consume the resources of a large c...

متن کامل

Dataparallel Semi-Lagrangian Numerical Weather Forecasting

Different implementations on a massively parallel computer system of a semi-Lagrangian method within the numerical weather forecast model HIRLAM are presented. In principle semi-Lagrangian methods on massively parallel architectures result in irregular communications, i.e., communications between arbitrary processors. It is shown that the fastest implementationincreases the total execution time...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Scientific Programming

دوره 4  شماره 

صفحات  -

تاریخ انتشار 1995