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Parallel Buffer Generation Algorithm for GIS

机译:GIS的并行缓冲区生成算法

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A buffer generation algorithm that identifies areas of a given distance surrounding geographic features is one of the most frequently used functions in GIS. With the increase of scale and precision in geographic data, the efficiency of the buffer generation algorithm has been of great concern. This study presents a novel integrated solution consisting of a points-based, load-balanced method and a binary union tree method to accelerate the buffer generation. By comparing several parallel candidates, the experimental results show that our new parallel algorithm achieves greater performance and scalability, and its speed increases by 21 times with 32 processes.
机译:识别地理区域周围给定距离区域的缓冲区生成算法是GIS中最常用的功能之一。随着地理数据规模的增加和精度的提高,缓冲区生成算法的效率一直备受关注。这项研究提出了一种新颖的集成解决方案,包括基于点的负载均衡方法和二进制联合树方法,以加快缓冲区的生成。通过比较几种并行候选,实验结果表明,我们的新并行算法具有更高的性能和可伸缩性,并且在32个进程的情况下,其速度提高了21倍。

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