Applying Multi-cell MD Method to Shared-Memory Multi-core Systems

Myongchan Kim, Shucai Yao, Gwang-Ung Go
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Abstract

For decades, the main parallelization systems have been message passing ones, in which there are many parallel methods whose efficiencies are very high. The multi-cell MD (Molecular Dynamics) method is also a parallel one that is widely used for molecular dynamics simulation on the message passing systems. Cluster is still the main environment for parallel computing and every node in the cluster is generally the shared-memory multi-core computer. In this paper, we propose a data structure and a method so that the multi-cell MD method can be also used on the shared-memory multi-core systems. The proposed data structure and method are designed on the basis of the Torus network structure, the characteristic of the multi-cell MD method and a work sharing structure of OpenMP. Experimental results show that our method allows the multi-cell MD method to be used on the shared-memory multi-core systems and the parallel efficiency per a time step of that is increased about 10% than the HS (Half-Shell) method.
多单元MD方法在共享内存多核系统中的应用
几十年来,主要的并行化系统是消息传递系统,其中有许多并行方法,它们的效率非常高。多单元分子动力学方法也是一种并行的方法,广泛应用于信息传递系统的分子动力学模拟。集群仍然是并行计算的主要环境,集群中的每个节点通常是共享内存的多核计算机。本文提出了一种数据结构和方法,使多单元MD方法也能应用于共享内存多核系统。基于环面网络结构、多单元MD方法的特点和OpenMP的工作共享结构,设计了所提出的数据结构和方法。实验结果表明,我们的方法可以在共享内存多核系统上使用多单元MD方法,每时间步的并行效率比HS (Half-Shell)方法提高约10%。
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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