基于非结构化网格的千万亿次地震模拟I/O优化

Sebastian Rettenberger, M. Bader
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引用次数: 5

摘要

SeisSol通过在全自适应非结构化网格上耦合地震波传播和动态破裂模拟,以高阶精度模拟地震动力学。在本文中,我们提出了对SeisSol的I/O实现的优化,以建立一个支持大型非结构化数据集的千兆级模拟的工作流。我们的实现可以处理超过10亿个单元和6600亿自由度的网格。结果表明,SeisSol可以在35秒内初始化2048个SuperMUC节点的网格结构。对于波场输出,我们基于HDF5和MPI-IO实现了精心调整的I/O例程。通过聚合策略,我们能够在2048个SuperMUC节点上将写带宽从832 MiB/s增加到6.7 GiB/s。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimizing I/O for Petascale Seismic Simulations on Unstructured Meshes
SeisSol simulates earthquake dynamics by coupling seismic wave propagation and dynamic rupture simulations with high order accuracy on fully adaptive, unstructured meshes. In this paper we present an optimization of SeisSol's I/O implementations to establish a workflow that supports petascale simulations on large unstructured datasets. Our implementations can handle meshes with more than 1 billion cells and 660 billion degrees of reedom. The results show that SeisSol can initialize the mesh structure within 35 seconds on 2048 SuperMUC nodes from our new optimized mesh format. For the wave field output we implemented carefully tuned I/O routines based on HDF5 and MPI-IO. With an aggregation strategy we are able to increase the write bandwidth from 832 MiB/s to 6.7 GiB/s on 2048 SuperMUC nodes.
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