Traffic prediction method of Web server access based on the improved Prophet model
Due to insufficient adaptability to sudden traffic changes,the existing Web server simulation traffic prediction has problems of relatively large deviation and low confidence level.Therefore,a Web server access traffic prediction method based on an improved Prophet model is proposed.The article first preprocesses the historical access traffic data of the Web server,and then further decomposes the data based on empirical mode decomposition technology to extract the time series of access traffic with obvious frequency characteristics.Finally,the improved Prophet model is applied to decompose the time series of access traffic,and the prediction of Web server access traffic is achieved through component summation.The experimental results demonstrate that the application design method can achieve accurate prediction of web server access traffic with a relative deviation of no more than 0.1 and a confidence level of no less than 96%.
万方数据
维普
