Scalability issues for a class of CFD applications

V. Naik
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引用次数: 15

Abstract

Considers the performance scalability of a class of computational fluid dynamics applications. The results indicate that neither the scalability in time nor the scalability in problem size can be obtained by simply scaling up the processing power. Results are presented to show that latency, packet size, and transmission speeds play an important role. However, improvements only in the architectural parameters are not sufficient to realize full performance scalability. Suitable partitioning and algorithmic parameters must be selected for each type of architecture.<>
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一类CFD应用程序的可伸缩性问题
考虑一类计算流体动力学应用程序的性能可伸缩性。结果表明,简单地增加处理能力既不能获得时间上的可扩展性,也不能获得问题规模上的可扩展性。结果表明,延迟、数据包大小和传输速度起着重要的作用。然而,仅在体系结构参数上进行改进不足以实现完全的性能可伸缩性。必须为每种类型的体系结构选择合适的分区和算法参数。
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Scalable parallel molecular dynamics on MIMD supercomputers On the influence of programming models on shared memory computer performance Using atomic data structures for parallel simulation Scalability issues for a class of CFD applications Scalability of data transport
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