[HTML][HTML] Access control in NB-IoT networks: A deep reinforcement learning strategy

Y Hadjadj-Aoul, S Ait-Chellouche - Information, 2020 - mdpi.com
The Internet of Things (IoT) is a key enabler of the digital mutation of our society. Driven by
various services and applications, Machine Type Communications (MTC) will become an …

A frequency-based intelligent slicing in LoRaWAN with admission control aspects

G Dandachi, Y Hadjadj-Aoul - Proceedings of the 25th International ACM …, 2022 - dl.acm.org
The significant deployment of LoRaWAN networks is increasingly questioning its ability to
handle massive numbers of IoT devices and its ability to support service differentiation. The …

Estimating the number of contending IoT devices in 5G networks: Revealing the invisible

M Bouzouita, Y Hadjadj‐Aoul… - Transactions on …, 2019 - Wiley Online Library
The explosive growth of connected objects is certainly one of the most important challenges
facing operators' network infrastructures. Although it has been foreseen for a very long time …

On the risk of congestion collapse in heavily congested M2M networks

M Bouzouita, Y Hadjadj-Aoult… - 2016 International …, 2016 - ieeexplore.ieee.org
The Internet of Things (IoT) and particularly Machine-to-Machine (M2M) communications are
considered as major enablers for future smart cities' initiatives. While offering a wide range …

Dynamic adaptive access barring scheme for heavily congested M2M networks

M Bouzouita, Y Hadjadj-Aoul… - Proceedings of the 19th …, 2016 - dl.acm.org
The massive deployment of Machine-to-machine (M2M) communications may overwhelm
the cellular network by imposing strong constraints on the Radio Access Network (RAN). As …

[PDF][PDF] Gestion des accès massifs des équipements dans les réseaux NB-IoT: une stratégie basée sur l'apprentissage par renforcement

Y Hadjadj-Aoul, S Aït-Chellouche - … et de la sécurité dans l'IoT, 2021 - inria.hal.science
Les communications des objets IoT et particulièrement les communications de Machine-à-
Machine (M2M) sont considérées comme l'une des plus importantes évolutions de l'Internet …

Using Reinforcement Learning to Manage Massive Access in NB‐IoT Networks

Y Hadjadj‐Aoul, S Ait‐Chellouche - … Security Management and …, 2022 - books.google.com
Communications between objects in the Internet of Things (IoT) and particularly machine-to-
machine (M2M) communications are considered as one of the most important evolutions of …

Utilisation de l'apprentissage par renforcement pour

Y HADJADJ-AOUL… - … et de la sécurité dans l' …, 2022 - books.google.com
Les communications des objets IoT et particulièrement les communications de machine-à-
machine (M2M) sont considérées comme l'une des plus importantes évolutions d'Internet …