A Comparison of Particle Simulation Implementations on Two Different Parallel Architect ures

J. Mcdonald, L. Dagum
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引用次数: 5

Abstract

Direct particle simur'ation is a powerful method for analyzing low density, hypersonic re-entry flows. The method involves following a large sample of representative gas molecules through motion and collision with other molecules or with surfaces in the simulated flow. In this paper, two very different parallel architectures are examined for their suitability an particle samulation computations, na;mely the Connection Machine CM-2 and the Intel iPSC/860. The difference in architectures has resulted in very diferent parallel decompositions. The two implementations are described and performance results are given. Both implementations achieve performance comparable iio a single Cray-2 CPU, however, this performance is obtained at the cost of greatly increased programming complexity.
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两种不同并行架构下粒子仿真实现的比较
直接粒子模拟是分析低密度高超声速再入流的一种有效方法。该方法涉及跟踪大量代表性气体分子样本,通过运动和碰撞与其他分子或与模拟流动中的表面。本文考察了两种非常不同的并行架构在粒子模拟计算中的适用性,即连接机CM-2和英特尔iPSC/860。体系结构的不同导致了非常不同的并行分解。描述了这两种实现,并给出了性能结果。这两种实现都实现了与单个Cray-2 CPU相当的性能,然而,这种性能是以大大增加编程复杂性为代价获得的。
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