文章基本信息

标题：A Traffic Prediction Model for Self-Adapting Routing Overlay Network in Publish/Subscribe System
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作者：Meng Chi ; Jianhua Yang ; Yabo Liu 等
期刊名称：Mobile Information Systems
印刷版ISSN：1574-017X
出版年度：2017
卷号：2017
DOI：10.1155/2017/8429878
出版社：Hindawi Publishing Corporation
摘要：In large-scale location-based service, an ideal situation is that self-adapting routing strategies use future traffic data as input to generate a topology which could adapt to the changing traffic well. In the paper, we propose a traffic prediction model for the broker in publish/subscribe system, which can predict the traffic of the link in future by neural network. We first introduced our traffic prediction model and then described the model integration. Finally, the experimental results show that our traffic prediction model could predict the traffic of link well.