摘要
在网格环境中进行分布式的知识发现和挖掘受到越来越多的关注。分布式环境中,数据常常是自治的,异构的,地理是分布的。在这种复杂的环境下进行数据挖掘与传统的在本地进行数据挖掘相比,给人们提出了许多新的挑战。文中根据网格技术、W eb服务技术的特点,提出了利用W eb服务实现资源(数据和算法资源)共享和动态调用,在网格环境下进行数据挖掘的框架。该框架的实现是建立在基本的网格服务的平台(G lobus 3.0 A lpha too lk it)之上的。
More and more attention is paid to the distributed knowlege discovery and data mining under grid environment, Under distributed environment,the data are autonomic,heterogeneous,and geographically distributed,thus making it difficult to mine data comared to the traditional way of data mining. According to grid techology and Web service technology,a framework is put forward in which Web services are made use of to share the sources, and data are mined under grid environment. This framework is based on a basic Web service platform--Globus 3.0 Alpha Toolkit.
出处
《渤海大学学报（自然科学版）》
CAS
2006年第3期272-276,共5页
Journal of Bohai University:Natural Science Edition
