【摘要】 流量预测是实现网络管理与控制的重要前提。通过介绍网络流量特征,描述了网络流量预测基础理论,将神经网络与小波变换相结合,设计出一种紧致型小波神经网络流量预测算法,采用真实校园网流量数据对所提算法进行实验分析,并与相关方法进行对比。实验结果表明该算法是有效的。更多还原

【Abstract】 Network traffic prediction is the important foundation of the network management and control.The basal theory of network traffic prediction is described based on the introduction of the traffic features,and a tight wavelet-neural network algorithm for network traffic prediction is designed under the combination of the neural network and wavelet transform.Using the real campus network traffic data,the experiments and analysis are done and the results indicate that the algorithm we purposed is effective.更多还原