文献类型：会议论文

英文题名：Research on Distributed Data Mining Technology Based on Grid

作者：Zhang, Ning[1,2];Bao, Hong[3]

第一作者：Zhang, Ning;张宁

通讯作者：Zhang, N[1]

机构：[1]Beijing Union Univ, Inst Informat Technol, Beijing, Peoples R China;[2]Flinders Univ S Australia, Fac Informat Engn, Adelaide, SA 5001, Australia;[3]Beijing Union Univ, Sch Informat, Beijing, Peoples R China

第一机构：北京联合大学智慧城市学院

通讯机构：[1]corresponding author), Beijing Union Univ, Inst Informat Technol, Beijing, Peoples R China.|[1141734]北京联合大学智慧城市学院;[11417]北京联合大学;

会议论文集：1st International Workshop on Database Technology and Applications

会议日期：APR 25-26, 2009

会议地点：Wuhan, PEOPLES R CHINA

语种：英文

外文关键词：data mining; distributed; grid; framework; heterogeneous datasets

摘要：Distributed data mining (DDM) techniques have become necessary for large and multi-scenario datasets requiring resources, which are heterogeneous and distributed. In this paper, we focused on distributed data mining based in grid. We have discussed and analyzed a new framework based on grid environments to execute new distributed data mining techniques on very large and distributed heterogeneous datasets. The architecture and motivation for the design have been presented. We pointed out that distributed data mining technology can offer a better solution since they are designed to work in a distributed environment by paying careful attention to the computing and communication resources.