节点文献
高维空间范围查询并行算法研究
Research of range query parallel algorithm in high-dimensional space
【摘要】 采用并行技术提出一种高维空间范围查询并行算法,该算法将d维空间范围查询转换成d个从节点机上的一维空间范围查询,d个从节点机可以并行执行查询操作,主节点机只需要求得d个从节点机返回结果的交集,因此大大减少了查询时间.实验结果表明在高维空间中算法的查询效率优于上述算法.
【Abstract】 This paper utilized the parallel technique to present the spatial range query parallel algorithm in high-dimensional space.The algorithm transformed d dimensional spatial range query to the linear space on d slave node processors.The d slave node processors could execute spatial range query at the same time.The master node processor only needed calculate the union of d results which d slave node processors return.The experimental results indicated that its performance was better than that of spatial range query algorithms based on brute-force method,R-tree,VA-file and NB-tree.
【Key words】 high-dimensional space; spatial range query algorithm; reduction of dimensionality; parallel computing; master slave node processors;
- 【文献出处】 哈尔滨商业大学学报(自然科学版) ,Journal of Harbin University of Commerce(Natural Sciences Edition) , 编辑部邮箱 ,2013年01期
- 【分类号】TP311.13
- 【被引频次】2
- 【下载频次】54