Research on Distributed Data Mining Tool Used in Control System

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...

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Bibliographic Details
Main Authors: Yuekun Ma, Zhigang Li, Shuli Yu, Lei Chen
Format: Conference Proceeding
Language:English
Subjects:
Automatic control
Computer architecture
control rule
Control systems
Data mining
Distributed computing
Distributed control
distributed data mining
Educational institutions
Fuzzy control
grid architecture
Grid computing
Intelligent control
metadata
web service
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Summary: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.
DOI:10.1109/ICACC.2009.40