Visualization and Analysis Requirements for In Situ Processing for a Large-Scale Fusion Simulation Code

James Kress, D. Pugmire, S. Klasky, H. Childs
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引用次数: 9

Abstract

In situ techniques have become a very active research area since they have been shown to be an effective way to combat the issues associated with the ever growing gap between computation and I/O bandwidth. In order to take full advantage of in situ techniques with a large-scale simulation code, it is critical to understand the breadth and depth of its analysis requirements. In this paper, we present the results of a survey done with members of the XGC1 fusion simulation code team in order to gather their requirements for analysis and visualization. We look at these requirements from the perspective of in situ processing and present a list of XGC1 analysis tasks performed by its physicists, engineers, and visualization specialists. This analysis of the specific needs and use cases of a single code is important in understanding the nature of the needs that simulations have in terms of data movement and usage for visualization and analysis, now and in the future.
大型核聚变模拟程序现场处理的可视化和分析要求
原位技术已成为一个非常活跃的研究领域,因为它们已被证明是解决与计算和I/O带宽之间日益增长的差距相关的问题的有效方法。为了充分利用大规模模拟代码的原位技术,了解其分析需求的广度和深度至关重要。在本文中,我们展示了对XGC1融合仿真代码团队成员进行的调查结果,以收集他们对分析和可视化的需求。我们从原位处理的角度来看这些需求,并列出了由其物理学家、工程师和可视化专家执行的XGC1分析任务列表。这种对单个代码的特定需求和用例的分析对于理解模拟在数据移动和可视化和分析使用方面的需求的本质非常重要,无论是现在还是将来。
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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