基于网格的并行数据挖掘体系结构的研究

针对传统的数据挖掘模式无法解决广域分布的海量数据挖掘问题,本文提出了一个网格环境下基于开放网格服务体系结构标准的网格数据挖掘服务,实现了网格环境下的数据挖掘。由于网格数据挖掘处理的数据是海量的,传统的集中式数据挖掘技术已经无法满足需求。因此在网格数据挖掘服务中融入并行技术是非常有意义的。

Research on System Structure of Grid-Based Parallel Data Mining

In connection with the problem of the wide area distributed data mining problem which can not be solved by the traditional data mining pattern and technology,this paper proposed a grid data mining service in the grid environment based on the open grid services architecture standard,fulfilled data mining based on grid environment.Because the processing data of the gird data mining is massive,the technology of traditional centralized data mining has been unable to meet the demand.Therefore it is very importan...