基于网格服务的分布式数据挖掘

Distributed Data Mining on Grid Service

阐述网格计算概念及其与传统分布式计算的区别。介绍了一种分布式关联规则挖掘算法,并对其进行了几点改进,最后用网格服务实现了该算法。实验测试结果表明,使用网格服务可以合并若干台计算机的计算能力来减少算法的运行时间。

In this paper,the definitions of grid computing and the difference with traditional distributed computing architecture are listed.A distributed Association rule algorithm is introduced,and based on it,two improved methods are proposed and implemented by grid service.Experiments show that using of grid service can incorporate the computing capability of several computers to reduce the execute time of the algorithm.