Title :
Research on Distributed Data Mining Tool Used in Control System
Author :
Ma, Yuekun ; Li, Zhigang ; Yu, Shuli ; Chen, Lei
Author_Institution :
Coll. of Comput. & Autom. Control, Hebei Polytech. Univ., Tangshan
Abstract :
In this paper, a distributed data mining tool that suitable for distributed and isomeric database environment of intelligent control system by borrowing ideas from architecture of grid is introduced. It can also perform incremental data mining based on history mining result. This tool makes full use of metadata of each kind of resources. The resources associated in the data mining are all packed into form of web service, which is give a description by respective attribute document of the XML format. SOAP takes charge of the communication between the separated parts of the whole data mining process.
Keywords :
Web services; XML; control engineering computing; data mining; distributed databases; meta data; software tools; XML format; distributed data mining tool; distributed database; isomeric database; metadata; Automatic control; Computer architecture; Control systems; Data mining; Distributed computing; Distributed control; Educational institutions; Fuzzy control; Grid computing; Intelligent control; control rule; distributed data mining; grid architecture; metadata; web service;
Conference_Titel :
Advanced Computer Control, 2009. ICACC '09. International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-3330-8
DOI :
10.1109/ICACC.2009.40