Yan X., 2015, The Research on the Prediction of the Network Traffic Based on the Improved PSOSVM Algorithm, Chemical Engineering Transactions, 46, 259-264.
To predict the network traffic can make us understand the dynamic situation of the network operation to forecast the actual network traffic. It can also adjust and manage the business needs of the service quality assurance. In addition, it operates the network performance. PSO and SVM are two methods in common use. In this paper, we combine the PSO with the SVM. We use the PSO method to optimize the parameters in SVM. We propose an improved PSOSVM method to predict the network traffic. Compared with other prediction methods, this method has the higher accurate. And it is an effective network traffic prediction method.
