Large-scale Network Traffic Prediction With LSTM and Temporal Convolutional Networks
Jing Bi,Haitao Yuan,Kangyuan Xu,Haisen Ma,MengChu Zhou,Jing Bi,Haitao Yuan,Kangyuan Xu,Haisen Ma,MengChu Zhou
Real-time and precise prediction for traffic of networks is critically important for allocating the optimal computing/network resources based on users' business requirements, analyzing the network performance, and realizing intelligent congestion control and high-accuracy anomaly detection. The dramatic growth of users' applications significantly increases the volume, uncertainty, and complexity o...
