Title: Design and Implementation of a Service-Oriented Distributed Data Mining
Abstract: Advanced applications are continuing to generate ever larger amounts of valuable data,but we are in danger of being unable to extract fully the latent knowledge within the data because of insufficient technology.The grid can play a significant role in providing an effective computational support for knowledge discovery applications.This paper describes design principles and a service-oriented software architecture of a novel infrastructure for distributed and high-performance data mining in grid environments.This architecture is designed and being implemented on top of the Globus Toolkit 4(it provides basic grid services, such as authentication, information and resource management, etc.) and OGSA-DAI grid services(they provide basic access to grid databases).At last the architecture is validated through our prototype of the grid data mining.
Publication Year: 2008
Publication Date: 2008-01-01
Language: en
Type: article
Access and Citation
AI Researcher Chatbot
Get quick answers to your questions about the article from our AI researcher chatbot