iSSEE: IMS Sensors Search Engine Enabler for Sensors Mashups Convergent Application - Abdelkader Outtagarts; Olivier Martinot (CoRR, 2009)

Cloud-Based Automatic Video Editing Using Keywords. - Abdelkader Outtagarts; Sylvain Squedin; Olivier Martinot (ICETE (Selected Papers), 2012)

A Cloud-Based Collaborative and Automatic Video Editor. - Abdelkader Outtagarts; Abderrazagh Mbodj (ISM, 2012)

Keywords-based Automatic Multimedia Authoring in the Cloud. - Abdelkader Outtagarts; Sylvain Squedin; Olivier Martinot (SIGMAP, 2012)

Automatic video programming using LSA and audio transcript. - Abdelkader Outtagarts; Abderrazagh Mbodj (BMSB, 2013)

When IT Meets Telco: RAN as a Service. - Abdelkader Outtagarts; Laurent Roullet; Bruno Mongazon-Cazavet; Gopalasingham Aravinthan (UCC, 2015)

Traffic Monitoring in Software Defined Networks Using Opendaylight Controller. - Duc-Hung Luong; Abdelkader Outtagarts; Abdelkrim Hebbar (MSPN, 2016)

Telecom microservices orchestration. - Duc-Hung Luong; Huu-Trung Thieu; Abdelkader Outtagarts; Bruno Mongazon-Cazavet (NetSoft, 2017)

Predictive Autoscaling Orchestration for Cloud-native Telecom Microservices. - Duc-Hung Luong; Huu-Trung Thieu; Abdelkader Outtagarts; Yacine Ghamri-Doudane (5G World Forum, 2018)

Online-Based Learning for Predictive Network Latency in Software-Defined Networks. - EL Hocine Bouzidi; Duc-Hung Luong; Abdelkader Outtagarts; Abdelkrim Hebbar; Rami Langar (GLOBECOM, 2018)

Deep Reinforcement Learning Based QoS-Aware Routing in Knowledge-Defined Networking. - Pham Tran Anh Quang; Yassine Hadjadj-Aoul; Abdelkader Outtagarts (QSHINE, 2018)

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 (VTC Spring, 2018)

Deep Reinforcement Learning Application for Network Latency Management in Software Defined Networks. - EL Hocine Bouzidi; Abdelkader Outtagarts; Rami Langar (GLOBECOM, 2019)

Cooperative AI-based e2e Network Slice Scaling. - Makram Bouzid; Duc-Hung Luong; Dimitre Kostadinov; Yue Jin; Lorenzo Maggi; Abdelkader Outtagarts; Armen Aghasaryan (INFOCOM Workshops, 2019)

Multi-level Resource Scheduling for network slicing toward 5G. - Duc-Hung Luong; Abdelkader Outtagarts; Yacine Ghamri-Doudane (NOF, 2019)

A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding. - Pham Tran Anh Quang; Yassine Hadjadj-Aoul; Abdelkader Outtagarts (IEEE Trans. Netw. Serv. Manag., 2019)

Evolutionary Actor-Multi-Critic Model for VNF-FG Embedding. - Pham Tran Anh Quang; Yassine Hadjadj-Aoul; Abdelkader Outtagarts (CCNC, 2020)

Online based learning for predictive end-to-end network slicing in 5G networks. - EL Hocine Bouzidi; Abdelkader Outtagarts; Abdelkrim Hebbar; Rami Langar; Raouf Boutaba (ICC, 2020)

On the Use of Graph Neural Networks for Virtual Network Embedding. - Anouar Rkhami; Pham Tran Anh Quang; Yassine Hadjadj-Aoul; Abdelkader Outtagarts; Gerardo Rubino (ISNCC, 2020)

On Using Deep Reinforcement Learning for VNF Forwarding Graphs Placement. - Pham Tran Anh Quang; Yassine Hadjadj-Aoul; Abdelkader Outtagarts (NOF, 2020)

Learn to improve: A novel deep reinforcement learning approach for beyond 5G network slicing. - Anouar Rkhami; Yassine Hadjadj-Aoul; Abdelkader Outtagarts (CCNC, 2021)

On the use of machine learning and network tomography for network slices monitoring. - Anouar Rkhami; Yassine Hadjadj-Aoul; Gerardo Rubino; Abdelkader Outtagarts (HPSR, 2021)

MonGNN: A neuroevolutionary-based solution for 5G network slices monitoring. - Anouar Rkhami; Yassine Hadjadj-Aoul; Gerardo Rubino; Abdelkader Outtagarts (LCN, 2021)

Autonomous Network Slicing Prototype Using Machine-Learning-Based Forecasting for Radio Resources. - Nazih Salhab; Rami Langar; Rana Rahim; Sylvain Cherrier; Abdelkader Outtagarts (IEEE Commun. Mag., 2021)

Deep Q-Network and Traffic Prediction based Routing Optimization in Software Defined Networks. - EL Hocine Bouzidi; Abdelkader Outtagarts; Rami Langar; Raouf Boutaba (J. Netw. Comput. Appl., 2021)

Robust Deep Reinforcement Learning Algorithm for VNF-FG Embedding. - Abdelmounaim Bouroudi; Abdelkader Outtagarts; Yassine Hadjadj-Aoul (LCN, 2022)

A Robust Monte-Carlo-Based Deep Learning Strategy for Virtual Network Embedding. - Ghina Dandachi; Anouar Rkhami; Yassine Hadjadj-Aoul; Abdelkader Outtagarts (LCN, 2022)

Dynamic clustering of software defined network switches and controller placement using deep reinforcement learning. - E. L. Hocine Bouzidi; Abdelkader Outtagarts; Rami Langar; Raouf Boutaba (Comput. Networks, 2022)

A robust control-theory-based exploration strategy in deep reinforcement learning for virtual network embedding. - Ghina Dandachi; Sophie Cerf; Yassine Hadjadj-Aoul; Abdelkader Outtagarts; Éric Rutten (Comput. Networks, 2022)

Distributed Intelligent Resource Orchestration. - David Kule Mukuhi; Abdelkader Outtagarts (6GNet, 2023)

Federated Learning for Distributed NWDAF Architecture. - Parsa Rajabzadeh; Abdelkader Outtagarts (ICIN, 2023)

Dynamic Machine Learning Algorithm Selection For Network Slicing in Beyond 5G Networks. - Abdelmounaim Bouroudi; Abdelkader Outtagarts; Yassine Hadjadj-Aoul (NetSoft, 2023)

Sustainability of AI - Energy consumption estimation of an mMTC admission control. - Lucas Otávio Nascimento De Araújo; Abdelkader Outtagarts (CIoT, 2024)

A Novel DRL Framework for Cross-Domain Network Scaling in 6G Networks. - Abdelmounaim Bouroudi; Abdelkader Outtagarts; Yassine Hadjadj-Aoul (HPSR, 2024)

Feedback-Driven Federated Learning for Distributed NWDAFs in 5G Core. - Parsa Rajabzadeh; Abdelkader Outtagarts (HPSR, 2024)

LLRS : A Low Latency Resource Scheduling in Cloud Continuum Orchestration. - David Kule Mukuhi; Abdelkader Outtagarts (ICIN, 2024)

Multi-Domain Scaling Algorithm with Inter-Orchestrator Communication for Beyond 5G/6G Networks. - Abdelmounaim Bouroudi; Abdelkader Outtagarts; Yassine Hadjadj-Aoul (IWCMC, 2024)

Design Methodology for 6G End-to-End System: Hexa-X-II Perspective. - Sylvaine Kerboeuf; Pawani Porambage; Akshay Jain 001; Patrik Rugeland; Gustav Wikström; Mårten Ericson; Dinh Thai Bui; Abdelkader Outtagarts; Heikki Karvonen; Pol Alemany; Raul Muñoz 001; Ricard Vilalta; et al. (IEEE Open J. Commun. Soc., 2024)

HERO: Holistic Envisioned Reinforcement Learning Multi-Domain Orchestration with Latent ODE. - Parsa Rajabzadeh; Abdelkader Outtagarts; Yassine Hadjadj-Aoul; Soraya Ait Chellouche (CCNC, 2025)

Next-Gen AI Orchestration Platform. - Parsa Rajabzadeh; Abdelkader Outtagarts; Yassine Hadjadj-Aoul; Soraya Ait Chellouche (ICIN, 2025)

A dynamic AI-based algorithm selection for Virtual Network Embedding. - Abdelmounaim Bouroudi; Abdelkader Outtagarts; Yassine Hadjadj-Aoul (Ann. des Télécommunications, 2025)

Knowledge Graph-Based approach for Sustainable 6G End-to-End System Design. - Akshay Jain 001; Sylvaine Kerboeuf; Sokratis Barmpounakis; Cristóbal Vinagre Z.; Stefan Wendt; Dinh Thai Bui; Pol Alemany; Riccardo Nicolicchia; José María Jorquera Valero; Dani Korpi; Mohammad Hossein Moghaddam; Mikko A. Uusitalo; et al. (CoRR, 2025)