The Open Automation and Control Systems Journal
2015, 7 : 2273-2279Published online 2015 November 11. DOI: 10.2174/1874444301507012273
Publisher ID: TOAUTOCJ-7-2273
Research on Improved Distributed Association Rules Mining Algorithm in Hadoop Cloud Platform
Network Information Center,
Shandong Women’s University, Jinan, Shandong, 250300, China.
ABSTRACT
In this paper, data mining of association rules, data mining of association rules on distributed databases and distributed encrpytion techniques are introduced. Secondly, existing algorithms of data mining of association rules on distributed databases are analyzed in detail, and then they are improved on aspects of efficiency and security, whereafter the algorithm of EP_ DMA is proposed, later some examples are given and then the merit of EP_DMA can be seen. Finally, a frame of system of distributed mining of Association Rules based on EP_DMA is proposed.