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EULAG Model for Multiscale Flows - Towards the Petascale Generation of Mesoscale Numerical Weather Prediction

机译:EULAG多尺度流模型-迈向中尺度数值天气预报的兆尺度生成

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EULAG is an established, highly parallel model for simulating fluid flows across a wide range of scales. It is known to scale well up to 16000 processors on IBM Blue Gene/W. It is noteworthy for its non-oscillatory integration algorithm MPDATA, advanced elliptic solver and generalized coordinate formulation. In this paper we focus on complex orographic flows and present the perspective of implementing EULAG as a high resolution weather prediction tool for Europe. As resolution of numerical models improves, numerical weather prediction enters the phase where traditional convection parameterization becomes obsolete and is replaced with a cloud-resolving approach. The boundary conditions, especially the topography, are becoming more and more complicated, demanding higher accuracy and better conservation properties from the numerical model construction. This calls for seeking fast and precise fluid solvers. We present preliminary results of simulations of the flow over realistic topography of the Alps, which proves the model capability to handle steep slopes. We demonstrate performance of the code on IBM Blue Gene/L architecture and compare different I/O strategies, from simple one-node operations to MPI I/O solution. An example of application of VAPOR, a tool for visualization and analysis of tera-scale sized data sets is provided.
机译:EULAG是一个已建立的高度并行模型,用于模拟各种规模的流体流动。众所周知,它可以在IBM Blue Gene / W上最多扩展到16000个处理器。值得注意的是其非振荡积分算法MPDATA,先进的椭圆求解器和广义坐标表示。在本文中,我们将重点放在复杂的地形流量上,并提出将EULAG用作欧洲高分辨率天气预报工具的观点。随着数值模型分辨率的提高,数值天气预报进入了传统对流参数化已过时的阶段,并被云解析方法所取代。边界条件,特别是地形,变得越来越复杂,要求数值模型的构建具有更高的精度和更好的保护特性。这要求寻求快速而精确的流体求解器。我们介绍了阿尔卑斯山现实地形上水流模拟的初步结果,证明了该模型处理陡坡的能力。我们演示了代码在IBM Blue Gene / L体系结构上的性能,并比较了从简单的单节点操作到MPI I / O解决方案的不同I / O策略。提供了VAPOR的应用示例,VAPOR是一种用于对万亿级数据集进行可视化和分析的工具。

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