| 2025 | GLOBECOM | GNN-Based Multi-Agent DRL for Energy-Efficient Multi-Domain 6G Resource Orchestration. | Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj-Aoul |
| 2025 | ICIN | Next-Gen AI Orchestration Platform. | Parsa Rajabzadeh, Abdelkader Outtagarts, Yassine Hadjadj-Aoul, Soraya Ait Chellouche |
| 2024 | HPSR | A Novel DRL Framework for Cross-Domain Network Scaling in 6G Networks. | Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj-Aoul |
| 2024 | HPSR | Feedback-Driven Federated Learning for Distributed NWDAFs in 5G Core. | Parsa Rajabzadeh, Abdelkader Outtagarts |
| 2024 | ICIN | LLRS : A Low Latency Resource Scheduling in Cloud Continuum Orchestration. | David Kule Mukuhi, Abdelkader Outtagarts |
| 2024 | IWCMC | Multi-Domain Scaling Algorithm with Inter-Orchestrator Communication for Beyond 5G/6G Networks. | Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj-Aoul |
| 2023 | ICIN | Federated Learning for Distributed NWDAF Architecture. | Parsa Rajabzadeh, Abdelkader Outtagarts |
| 2023 | NetSoft | Dynamic Machine Learning Algorithm Selection For Network Slicing in Beyond 5G Networks. | Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj-Aoul |
| 2022 | LCN | Robust Deep Reinforcement Learning Algorithm for VNF-FG Embedding. | Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj-Aoul |
| 2022 | LCN | A Robust Monte-Carlo-Based Deep Learning Strategy for Virtual Network Embedding. | Ghina Dandachi, Anouar Rkhami, Yassine Hadjadj-Aoul, Abdelkader Outtagarts |
| 2021 | HPSR | On the use of machine learning and network tomography for network slices monitoring. | Anouar Rkhami, Yassine Hadjadj-Aoul, Gerardo Rubino, Abdelkader Outtagarts |
| 2021 | LCN | MonGNN: A neuroevolutionary-based solution for 5G network slices monitoring. | Anouar Rkhami, Yassine Hadjadj-Aoul, Gerardo Rubino, Abdelkader Outtagarts |
| 2020 | ISNCC | On the Use of Graph Neural Networks for Virtual Network Embedding. | Anouar Rkhami, Pham Tran Anh Quang, Yassine Hadjadj-Aoul, Abdelkader Outtagarts, Gerardo Rubino |
| 2019 | GLOBECOM | Deep Reinforcement Learning Application for Network Latency Management in Software Defined Networks. | EL Hocine Bouzidi, Abdelkader Outtagarts, Rami Langar |
| 2019 | INFOCOM | Cooperative AI-based e2e Network Slice Scaling. | Makram Bouzid, Duc-Hung Luong, Dimitre Kostadinov, Yue Jin, Lorenzo Maggi, Abdelkader Outtagarts, Armen Aghasaryan |
| 2018 | GLOBECOM | Online-Based Learning for Predictive Network Latency in Software-Defined Networks. | EL Hocine Bouzidi, Duc-Hung Luong, Abdelkader Outtagarts, Abdelkrim Hebbar, Rami Langar |
| 2018 | Qshine | Deep Reinforcement Learning Based QoS-Aware Routing in Knowledge-Defined Networking. | Pham Tran Anh Quang, Yassine Hadjadj-Aoul, Abdelkader Outtagarts |
| 2018 | VTC | Cloudification and Autoscaling Orchestration for Container-Based Mobile Networks toward 5G: Experimentation, Challenges and Perspectives. | Duc-Hung Luong, Huu-Trung Thieu, Abdelkader Outtagarts, Yacine Ghamri-Doudane |
| 2017 | NetSoft | Telecom microservices orchestration. | Duc-Hung Luong, Huu-Trung Thieu, Abdelkader Outtagarts, Bruno Mongazon-Cazavet |
| 2015 | UCC | When IT Meets Telco: RAN as a Service. | Abdelkader Outtagarts, Laurent Roullet, Bruno Mongazon-Cazavet, Gopalasingham Aravinthan |
| 2012 | ISM | A Cloud-Based Collaborative and Automatic Video Editor. | Abdelkader Outtagarts, Abderrazagh Mbodj |