Architecture-Adaptable Finite Element Modelling: A Case Study Using an Ocean Circulation Simulation

S. Kumaran, Robert N. Miller, M. J. Quinn
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引用次数: 3

Abstract

We describe an architecture-adaptable methodology for the parallel implementation of finite element numerical models of physical systems. We use a model of time-dependent ocean currents as our working example. The heart of the computation is the solution of a banded linear system, and we describe an algorithm based on the domain decompositionmethod to solve the banded system. The algorithm is represented in a divide-and-conquer framework facilitates easy implementation of various algorithmic options. The process is straightforward and amenable to automation. We demonstrate the validity of this approach using two radically different target machine, a workstation network and a supercomputer. Our results show very good speedup on both platforms.
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建筑适应性有限元模型:使用海洋环流模拟的案例研究
我们描述了一种架构适应性的方法,用于物理系统的有限元数值模型的并行实现。我们使用一个随时间变化的洋流模型作为我们的工作例子。计算的核心是带状线性系统的求解,我们描述了一种基于域分解方法的带状系统求解算法。该算法在分治框架中表示,便于实现各种算法选项。这个过程很简单,可以自动化。我们使用两个完全不同的目标机器,工作站网络和超级计算机来证明这种方法的有效性。我们的结果显示在两个平台上都有很好的加速。
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