… partial overlapping channel assignment to route traffic in a wireless SDN-IoT network, which
… intelligent traffic load prediction-based adaptive channel assignment algorithm in SDN-IoT: …

… are the central themes of many prior studies of channel assignment in SDN-IoT [22], [23]. [22…
“An intelligent traffic load prediction-based adaptive channel assignment algorithm in sdn-iot…

… to predict network traffic and apply them to load-balancing. Moreover, to further test the effect
of ensemble optimization on the network, we introduce the heuristic algorithm into the path …

… The network congestion prediction based on the predicted future traffic is very much … an
adaptive channel assignment algorithm in SDN-IoT based on the predicted future network traffic …

… Prediction based on unilateral perspective may lead to inappropriate resource … Ding, ‘‘Joint
traffic control and multi-channel reassignment for core backbone network in SDN-IoT: A multi-…

… In summary, research on the integrated SDN and ML for intelligent traffic network management
… who would like to delve into the field of intelligent traffic networks and their applications. …

… the prediction algorithm was coupled with a DL-based channel assignment algorithm to route
traffic. … Their study introduces the SDN-IoT framework, incorporating an improved Sailfish …

… The deep learning-based model forecasts the future load and congestion in the network.
Then, a deep learning-based channel assignment algorithm intelligently allocates the channel …

… This study presents an intelligent framework that combines time-series analysis to anticipate
… adaptive network setup, and machine learning (ML) and deep learning (DL) algorithms for …

… (DBA) to predict the future traffic load and congestion. Then, they introduced a channel
assignment algorithm based on deep learning to assign appropriate channels in SDN-IoT to sup…