Porting industrial codes and developing sparse linear solvers on parallel computers

Michel J. Dayde , Iain S. Duff
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引用次数: 8

Abstract

We address the main issues when porting existing codes from serial to parallel computers and when developing portable parallel software on MIMD multiprocessors (shared memory, virtual shared memory, and distributed memory multiprocessors, and networks of computers). We discuss the use of numerical libraries as a way of developing portable and efficient parallel code. We illustrate this by using examples from our experience in porting industrial codes and in designing parallel numerical libraries. We report in some detail on the parallelization of scientific applications coming from Centre National d'Etudes Spatiales and from Aérospatiale, and we illustrate how it is possible to develop portable and efficient numerical software by considering the parallel solution of sparse linear systems of equations.

在并行计算机上移植工业代码和开发稀疏线性求解器
我们解决了将现有代码从串行计算机移植到并行计算机以及在MIMD多处理器(共享内存、虚拟共享内存和分布式内存多处理器以及计算机网络)上开发可移植并行软件时的主要问题。我们讨论了使用数字库作为开发可移植和高效并行代码的一种方式。我们通过使用我们在移植工业代码和设计并行数字库方面的经验来说明这一点。我们详细报告了来自国家空间研究中心和aacimrospatiale的科学应用的并行化,并说明了如何通过考虑稀疏线性方程组的并行解来开发便携式和高效的数值软件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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