Implementation of an important wave model on parallel architectures

T. Campbell, J. Cazes, E. Rogers
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引用次数: 5

Abstract

SWAN (Simulating WAves Nearshore), developed at the Delft University of Technology, is an important third generation wave model used to simulate short-crested wind-generated waves in shallow water areas such as coastal regions and inland waters. The model solves a four-dimensional (2 spatial dimensions, wave direction, and wave frequency) spectral action balance equation using a semi-implicit upwind scheme. Relative to other less advanced wave models, SWAN is more computationally demanding, and a parallel version is necessary in order to decrease turn-around time, improve the model resolution for large coastal regions, and migrate SWAN into Navy operational use. In this paper we present a new parallel implementation of SWAN using a pipelined parallel approach which does not alter the order of operations in the sequential numerical algorithm. The implementation uses OpenMP compiler directives and runs on shared-memory multiprocessor computers. This approach represents a non-traditional, i.e., not loop-level, way of using OpenMP. Performance measurements show that turn-around time for high-resolution model applications can be significantly reduced with the parallel implementation. The parallel implementation has been verified and model output matches "bit-for-bit" with the original sequential code for both stationary and non-stationary cases. The new parallel code has already been incorporated into the next official release of SWAN and is beginning transition into operational use.
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一个重要波模型在并行架构上的实现
SWAN (simulation WAves Nearshore)是代尔夫特理工大学开发的重要的第三代波浪模型,用于模拟沿海地区和内陆水域等浅水区的短峰风浪。该模型采用半隐式迎风格式求解一个四维(2个空间维度、波浪方向和波浪频率)谱作用平衡方程。相对于其他不太先进的波浪模型,SWAN对计算的要求更高,为了减少周转时间,提高大型沿海地区的模型分辨率,并将SWAN移植到海军的作战使用中,需要一个并行版本。在本文中,我们提出了一种新的SWAN并行实现方法,该方法采用流水线并行方法,不改变顺序数值算法中的操作顺序。该实现使用OpenMP编译器指令并在共享内存多处理器计算机上运行。这种方法代表了一种非传统的,即非循环级的使用OpenMP的方式。性能测量表明,高分辨率模型应用程序的周转时间可以通过并行实现显着减少。并行实现已经过验证,模型输出与平稳和非平稳情况下的原始顺序代码“逐位”匹配。新的并行代码已经被合并到SWAN的下一个正式版本中,并开始过渡到操作使用。
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