Bandwidth Prediction of Network Communication Based on Improved God Common Differential Equation Network
To reduce the error of communication bandwidth prediction,a prediction method based on an improved Shen Chang differential equation network is proposed.By defining band-width prediction and establishing mathematical equations,historical bandwidth sequences are split,residual networks are used to extract features,and then the improved network integrates temporal features and influencing factors to achieve accurate prediction.The experimental results show that the prediction error of this method is less than 0.1,and the packet loss rate is less than 0.1％,significantly improving the prediction accuracy.It can effectively optimize the allocation of network communication resources and improve communication performance.
improve god often differential equation networknetwork communicationband-widthpredictionresidual networkhyperbolic cosine error
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