Load Prediction in Communications Network

摘要：

The prediction of load in communications networks provides a scientific basis for conserving power that is currently attracting considerable interest. This paper reports the results of experiments to predict communications network load using real network data. The problem considered is simply to predict whether load is generally increasing, decreasing or unchanged in the immediate future. Various linear and non-linear predictive models were investigated. We conclude that the most efficient solution to the problem considered is a subtle combination of a linear regression model and a highly reactive model applied to the data aggregated at two levels of granularity.

关键词： load prediction communications networks

作者: Kongluan Lin Simeon Simoff Ante Prodan John Debenham

作者单位: QCIS UTS,Sydney,Australia CM UWS,Sydney,Australia

会议类型: 国际会议

会议名称: 2010 International Conference on Information,Networking and Automation(2010 IEEE信息网络与自动化国际会议 ICINA 2010)

会议地点: 昆明

会议语种:英文

页码: 250-255

在线出版日期: 2010-10-17（万方平台首次上网日期，不代表论文的发表时间）