在MPI应用程序中管理硬件拓扑的分层模型

E. Jeannot, Farouk Mansouri, Guillaume Mercier
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引用次数: 1

摘要

MPI标准是并行编程领域的一大贡献。自90年代中期诞生以来,它确保了并行应用程序在各种机器和体系结构上的可移植性和性能。随着多核机器的出现,理解和考虑底层物理拓扑和内存层次结构变得至关重要。然而,MPI标准在目前的状态下,尽管最近有所发展,仍然无法提供实现这一目标的机制。在本文中,我们详细介绍了对标准的几个补充,这些补充为用户提供了解决硬件拓扑和数据局域性问题的工具,同时提高了应用程序性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A hierarchical model to manage hardware topology in MPI applications
The MPI standard is a major contribution in the landscape of parallel programming. Since its inception in the mid 90's it has ensured portability and performance for parallel applications on a wide spectrum of machines and architectures. With the advent of multicore machines, understanding and taking into account the underlying physical topology and memory hierarchy have become of paramount importance. The MPI standard in its current state, however, and despite recent evolutions is still unable to offer mechanisms to achieve this. In this paper, we detail several additions to the standard that give the user tools to address the hardware topology and data locality issues while improving application performance.
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