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Accelerating 3D Visualization in Reservoir Modeling System with Programmable Hardware

机译:借助可编程硬件加速油藏建模系统中的3D可视化

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This study presents a new method on 3D visualization in reservoir modeling system by using the computation power of modern programmable Graphics hardware (GPU). The proposed scheme is devised to achieve parallel piocessing of massive reservoir logging data. By taking advantage of the GPU's parallel processing capability, moreover, the performance of our scheme is discussed in comparison with that of the implementation entirely running on CPU. Experimental results clearly show that the proposed parallel processing can remarkably accelerate the data clustering task. Especially, although data-transferring from GPU to CPU is generally costly, acceleration by GPU is significant to save the total execution time of data-clustering and also significantly alleviates the computing load on CPU.
机译:这项研究利用现代可编程图形硬件(GPU)的计算能力,提出了一种在油藏建模系统中进行3D可视化的新方法。设计提出的方案以实现大规模储层测井数据的并行处理。此外,通过利用GPU的并行处理能力,我们的方案的性能与完全在CPU上运行的实现方案的性能进行了比较。实验结果清楚地表明,所提出的并行处理可以显着加速数据聚类任务。尤其是,尽管从GPU到CPU的数据传输通常比较昂贵,但是GPU的加速对于节省数据集群的总执行时间非常重要,并且还大大减轻了CPU的计算负担。

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