2025

Conference papers

Abdel Kader Chabi Sika Boni, Hassan Hassan, Khalil Drira. A beyond simulation deep reinforcement learning agent for network slicing in autonomous IoT systems. ROADEF 2025 - 26ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2025, Champs Sur Marne, France. ⟨hal-04914565⟩

2024

Journal articles

Abdel Kader Chabi Sika Boni, Hassan Hassan, Khalil Drira. Oneshot Deep Reinforcement Learning Approach to Network Slicing for Autonomous IoT Systems. IEEE Internet of Things Journal, 2024, 11 (10), pp.17034 - 17049. ⟨10.1109/jiot.2024.3356750⟩. ⟨hal-04474328⟩

Conference papers

Juan Francisco Chafla Altamirano, Mariem Guitouni, Hassan Hassan, Khalil Drira. Routing optimization based on DRL and Generative Adversarial Networks for SDN environments. IEEE/IFIP Network Operations and Management Symposium, IEEE, May 2024, Seoul, South Korea. ⟨hal-04549760⟩

2023

Conference papers

Alexandre Sabbadin, Abdel Kader Chabi Sika Boni, Hassan Hassan, Khalil Drira. Optimizing network slice placement using Deep Reinforcement Learning (DRL) on a real platform operated by Open Source MANO (OSM). Tunisian-Algerian Conference on Applied Computing (TACC 2023), Nov 2023, Sousse, Tunisia. ⟨hal-04265140⟩

2022

Conference papers

Abdel Kader Chabi Sika Boni, Youssef Hablatou, Hassan Hassan, Khalil Drira. Resilient deep reinforcement learning architecture for task offloading in autonomous IoT systems. The 12th International Conference on the Internet of Things (IoT 2022), Nov 2022, Delft, Netherlands. ⟨10.1145/3567445.3567454⟩. ⟨hal-03763258⟩

Juan Francisco Chafla Altamirano, Mohamd Amine Slimane, Hassan Hassan, Khalil Drira. QoS-aware Network Self-management Architecture based on DRL and SDN for remote areas. The 11th IFIP/IEEE International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, Nov 2022, Rome, Italy. ⟨10.23919/PEMWN56085.2022.9963841⟩. ⟨hal-03763252⟩

Sofien Resifi, Hassan Hassan, Khalil Drira. Adapting Deep Learning models to IoT environments. 5th Conference on Cloud and Internet of Things (CIoT 2022), Mar 2022, Marrakech, Morocco. ⟨10.1109/CIoT53061.2022.9766636⟩. ⟨hal-03622723⟩

2021

Conference papers

Abdel Kader Chabi Sika Boni, Hassan Hassan, Khalil Drira. Task Offloading in Autonomous IoT Systems using Deep Reinforcement Learning and ns3-gym. IoT '21: 11th International Conference on the Internet of Things, Nov 2021, Saint Gallen, Switzerland. ⟨hal-03428530⟩

2016

Conference papers

Olivier Brun, Hassan Hassan, Josselin Vallet. Scalable, Self-Healing, and Self-Optimizing Routing Overlays. 15th International IFIP TC6 Networking Conference (Networking 2016), IFIP, May 2016, Vienne, Austria. ⟨hal-01239559⟩