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引用次数: 40

摘要

计算性能和存储计算结果的能力之间的差距越来越大。复杂的科学代码受到的影响最大,因为它们必须保存包含网格和字段的大量文件以供离线分析。相反,时间和存储成本决定了数据分析和可视化与模拟本身相结合,在原位完成,以便在存储之前将数据转换为可管理的大小。早期的原位处理方法涉及将特定的可视化算法结合到仿真代码中,限制了灵活性。我们引入了一个新的库,它允许一个功能完整的可视化工具VisIt,根据需要从模拟中请求数据,并在对应用程序代码进行最小修改的情况下就地应用可视化算法。
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Parallel in situ coupling of simulation with a fully featured visualization system
There is a widening gap between compute performance and the ability to store computation results. Complex scientific codes are the most affected since they must save massive files containing meshes and fields for offline analysis. Time and storage costs instead dictate that data analysis and visualization be combined with the simulations themselves, being done in situ so data are transformed to a manageable size before they are stored. Earlier approaches to in situ processing involved combining specific visualization algorithms into the simulation code, limiting flexibility. We introduce a new library which instead allows a fully-featured visualization tool, VisIt, to request data as needed from the simulation and apply visualization algorithms in situ with minimal modification to the application code.
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Freeprocessing: Transparent in situ visualization via data interception. Parallel in situ coupling of simulation with a fully featured visualization system A preview and exploratory technique for large-scale scientific simulations Revisiting parallel rendering for shared memory machines Cross-segment load balancing in parallel rendering
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