基于傅里叶模型的最佳网络流量预测

Optimum prediction of network traffic based on Fourier model

针对网络流量数据自相似性和长相关性的特点,提出了一种基于傅里叶模型的最佳网络流量预测方法。同时给出了该模型的预测函数,并通过某互联网运营商的实际流量数据验证了该算法的有效性。

This paper proposed a network traffic prediction method based on Fourier model.It depended on the characteristics of self-similarity and long-range dependence.It also gave the predictable function of this model,and verified the effectiveness of the algorithm by the actual flow data from an Internet operator.