NTAM-LSTM models of network traffic prediction

J Zhao, X He - MATEC Web of Conferences, 2022 - matec-conferences.org
Accurate prediction of network traffic is very important in allocating network resources. With
the rapid development of network technology, network traffic becomes more complex and …

Q-Learning Based Adaptive Flow Control

X Zhang, Y Wang, T Zhao, S Hu… - 2023 5th International …, 2023 - ieeexplore.ieee.org
With the rapid development of the internet and the expansion of its application scale, the
volatility and complexity of network flow in highly concurrent environments have become …

An Experimental Evaluation of Deep Learning for Internet Traffic Prediction

X Liu - CAIBDA 2022; 2nd International Conference on …, 2022 - ieeexplore.ieee.org
Internet traffic prediction has become increasingly important in our modern society, with the
large number of users and devices contributing to increasing traffic flows. Previous studies …