Cor-ENTC: correlation with ensembled approach for network traffic classification using SDN technology for future networks

S Paramasivam, RL Velusamy - The Journal of Supercomputing, 2023 - Springer
According to a study on advanced technology, resource planning, and design for Fifth
Generation (5G) architecture and elsewhere, network traffic classification is a basic and …

Advanced Ensemble Machine Learning Models to Predict SDN Traffic

S Nyaramneni, T Potluri, J Somavarapu - Procedia Computer Science, 2023 - Elsevier
Internet traffic prediction plays a significant role in network management, network planning,
utilization of the network resources, and quality of service. Internet future traffic can be …

Edge enhanced network monitoring using TinyML

I Khan - 2024 - oulurepo.oulu.fi
TinyML (Tiny Machine Learning) is a rapidly evolving field with applications in wireless
communication and edge intelligence. This thesis investigates integrating machine learning …