Linux cluster for geoscientific capacity simulations

用于地球科学容量模拟的 Linux 集群

• 批准号: 495931446
• 金额: --
• 依托单位: Ludwig-Maximilians-Universität München (LMU)
• 依托单位国家: 德国
• 项目类别: Major Research Instrumentation
• 财政年份: 2021
• 资助国家: 德国
• 起止时间: 2020-12-31 至 无数据
• 项目状态: 未结题
• 来源: https://gepris.dfg.de/gepris/projekt/495931446?language=en
• 关键词: Linux; cluster; geoscientific; capacity; simulations

The importance of computer simulations for understanding complex processes within the Earth has grown dramatically over the last few decades. This requires the permanent provision of simulation infrastructures with high compute capacity. For many years the chair of Geophysics at LMU has been focused on geoscientific modeling, which nowadays involves the interaction of high-performance computing and data explosion, i.e. the immense growth of data coming either from measurements or model calculations. The research is focused on the quantitative merging of models and observations. For this purpose, numerically extremely complex data assimilation methods are applied. Since many geophysical problems are inverse problems by nature, computationally demanding iterative optimization methods are used to determine complex model states from given sets of observations. Parallel high-performance computers make it possible today to solve discrete systems with more than 10exp10 degrees of freedom. Specifically this means that we can model the scale interaction of geophysical processes over three orders of magnitude. The resulting requirements for the computational infrastructures are particularly well met by Linux computing clusters. The system that is applied for here is essential as a simulation throughput system of high capacity. It is intended to cover the primary capacity computing needs and to perform systematic geophysical parameter studies, which may take many months of computation to complete. The system is thus a central component of the simulation infrastructure of the geophysics chair of LMU. To ensure the continuing long-term security of this infrastructure, the intended replacement of the current Linux cluster, acquired in 2012, is essential. We anticipate that there will be even more computing demand in the future within this rapidly growing mid range computing segment (mesoscale computing) of high throughput (capacity computing).

在过去的几十年中，计算机模拟对理解地球内部复杂过程的重要性急剧增长。这要求永久提供具有高计算能力的模拟基础架构。多年来，LMU的地球物理学主席一直集中在地球科学建模上，如今，该建模涉及高性能计算和数据爆炸的相互作用，即来自测量值或模型计算的数据的巨大增长。该研究的重点是模型和观察的定量合并。为此，应用了数值极其复杂的数据同化方法。由于许多地球物理问题本质上是反问题，因此计算要求的迭代优化方法用于从给定的观测值集中确定复杂的模型状态。平行的高性能计算机使今天有可能求解超过10Exp10自由度的离散系统。具体而言，这意味着我们可以在三个数量级上进行地球物理过程的比例相互作用进行建模。通过Linux Computing簇，特别满足了计算基础架构的最终要求。 在这里应用的系统至关重要，因为模拟吞吐量高容量。它旨在涵盖主要容量计算需求并进行系统的地球物理参数研究，这可能需要数月的计算才能完成。因此，该系统是LMU地球物理主席的模拟基础设施的核心组成部分。为了确保该基础架构的持续长期安全性，2012年获得的当前Linux集群的预期替换至关重要。我们预计，在高吞吐量（容量计算）的这个迅速增长的中范围计算段（中尺度计算）中，将来将有更多的计算需求。