多空间数据集的分布式空间连接处理——多路空间连接

Anderson Rogerio Cunha, S. S. T. D. Oliveira, Thiago Borges de Oliveira, E. L. Aleixo, Marcelo de Castro Cardoso, Vagner José do Sacramento Rodrigues
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引用次数: 0

摘要

针对多数据集空间连接(Multi-way spatial join)的分布式处理,提出了分布式同步遍历算法(DST)。它在多达8台服务器的集群上进行评估,就像同步遍历算法一样,通过同步遍历输入r - tree来执行空间连接。在实际数据集上的实验结果表明,该算法具有满意的水平可扩展性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Distributed Spatial Join Processing for Multiple Spatial Datasets - Multi-way Spatial Join
This paper proposes the Distributed Synchronous Traversal algorithm (DST) for distributed processing of spatial join with multiple datasets (Multi-way Spatial Join). It was evaluated over clusters up to eight servers, and just like the Synchronous Traversal algorithm, performs spatial join by synchronously traversing the input R-Trees. The experiments results on real datasets have shown that the algorithm provides a satisfactory degree of horizontal scalability.
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