The Research of Distributed VOD System Net-flow Prediction Algorithm Based on BP-neural Network

摘要：

In order to improve the service performance of network and reduce the rejection rate that customers access to the video resources in VOD systems, load balancing strategy that based on the analysis of the network flow prediction is proposed and BP-neural network algorithm is applied to analyze and predict the network flow. The results show that the method has some predictive ability and the prediction results are closed to the real data of the network flow basically.

关键词： distributed VOD system BP-neural network prediction of network flow

作者: Zhou Wan-Zhen Liu Xin-Xin Zhangyong-Qiang

作者单位: School of Information Science & Engineering Hebei Universie of Science and Technology Shijiazhuang, Hebei

会议类型: 国际会议

会议名称: 2010 International Conference on Information Security and Artificial Intelligence(2010年信息安全与人工智能国际会议 ISAI 2010)

会议地点: 成都

会议语种:英文

页码: 96-99

在线出版日期: 2010-12-17（万方平台首次上网日期，不代表论文的发表时间）