Review and analysis of recent advances in intelligent network softwarization for the Internet of Things

MA Zormati, H Lakhlef, S Ouni - Computer Networks, 2024 - Elsevier
Abstract The Internet of Things (IoT) is an emerging technology that aims to connect
heterogeneous and constrained objects to each other and to the Internet. It has grown …

DRL-Based Backbone SDN Control Methods in UAV-Assisted Networks for Computational Resource Efficiency

I Song, P Tam, S Kang, S Ros, S Kim - Electronics, 2023 - mdpi.com
The limited coverage extension of mobile edge computing (MEC) necessitates exploring
cooperation with unmanned aerial vehicles (UAV) to leverage advanced features for future …

An Overview of Machine Learning-Enabled Network Softwarization for the Internet of Things

MA Zormati, H Lakhlef - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has evolved from a novel technology to an integral part of our
everyday lives. It encompasses a multitude of heterogeneous devices that collect valuable …

[PDF][PDF] Real-Time Prediction Algorithm for Intelligent Edge Networks with Federated Learning-Based Modeling

S Kang, S Ros, I Song, P Tam, S Math… - Comput. Mater …, 2023 - cdn.techscience.cn
Intelligent healthcare networks represent a significant component in digital applications,
where the requirements hold within quality-of-service (QoS) reliability and safeguarding …

Offloading Decision and Resource Allocation in Mobile Edge Computing for Cost and Latency Efficiencies in Real-Time IoT

C Eang, S Ros, S Kang, I Song, P Tam, S Math, S Kim - Electronics, 2024 - mdpi.com
Internet of Things (IoT) devices can integrate with applications requiring intensive contextual
data processing, intelligent vehicle control, healthcare remote sensing, VR, data mining …

Routing Optimization Based on Distributed Intelligent Network Softwarization for the Internet of Things

MA Zormati, H Lakhlef, S Ouni - Proceedings of the 39th ACM/SIGAPP …, 2024 - dl.acm.org
The Internet of Things (IoT) establishes connectivity between billions of heterogeneous
devices that provide a variety of essential everyday services. The IoT faces several …