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Study of Recognition Algorithm for Core Node in KAD Network Based on BP Model

Li Qiang, Tang Bo, Yang Jie
2016 International Journal of Future Computer and Communication  

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In view of the core node recognition in the KAD (Kademlia), a model based on BP is presented to determine whether a node is core node in real time. According to the result of the measurement for KAD, some attribute characteristics of core nodes in the network have been extracted and normalized to obtain an attribute set with higher separable degree. An algorithm in MatLab is designed to train the BP network until the results are limited in a predetermined error range. In addition, the trained
more » ... model is adopted to determine the tested nodes, and the results of the experiment show that the method can judge degrees of importance of nodes in real time, and the recognition accuracy rate is up to about 70%.
doi:10.18178/ijfcc.2016.5.2.454 fatcat:bmef7gljd5erfjckz2nhh53qw4
Citation

Li Qiang, Tang Bo, Yang Jie. "Study of Recognition Algorithm for Core Node in KAD Network Based on BP Model." International Journal of Future Computer and Communication 5.2 (2016) 108-111