• Journal of Internet Computing and Services
    ISSN 2287 - 1136 (Online) / ISSN 1598 - 0170 (Print)
    https://jics.or.kr/

Intelligent Distributed Platform using Mobile Agent based on Dynamic Group Binding


Romeo Mark A. Mateo, Jae-Wan Lee, Journal of Internet Computing and Services, Vol. 8, No. 3, pp. 131-0, Jun. 2007
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Keywords: Intelligent System, Distributed Object Groups, Mobile Agents, Neuro-fuzzy Systems

Abstract

The current trends in information technology and intelligent systems use data mining techniques to discover patterns and extract rules from distributed databases. In distributed environment, the extracted rules from data mining techniques can be used in dynamic replications, adaptive load balancing and other schemes. However, transmission of large data through the system can cause errors and unreliable results. This paper proposes the intelligent distributed platform based on dynamic group binding using mobile agents which addresses the use of intelligence in distributed environment. The proposed grouping service implements classification scheme of objects. Data compressor agent and data miner agent extracts rules and compresses data, respectively, from the service node databases. The proposed algorithm performs preprocessing where it merges the less frequent dataset using neuro-fuzzy classifier before sending the data. Object group classification, data mining the service node database, data compression method, and rule extraction were simulated. Result of experiments in efficient data compression and reliable rule extraction shows that the proposed algorithm has better performance compared to other methods.


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Cite this article
[APA Style]
Mateo, R. & Lee, J. (2007). Intelligent Distributed Platform using Mobile Agent based on Dynamic Group Binding. Journal of Internet Computing and Services, 8(3), 131-0.

[IEEE Style]
R. M. A. Mateo and J. Lee, "Intelligent Distributed Platform using Mobile Agent based on Dynamic Group Binding," Journal of Internet Computing and Services, vol. 8, no. 3, pp. 131-0, 2007.

[ACM Style]
Romeo Mark A. Mateo and Jae-Wan Lee. 2007. Intelligent Distributed Platform using Mobile Agent based on Dynamic Group Binding. Journal of Internet Computing and Services, 8, 3, (2007), 131-0.