Abdelkader Outtagarts

46 papers B 9C 6Misc 4Journal 10Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	NeuroPulse: AI Empowered Network Functions via AI-Native Multi-Stakeholders Orchestration. CCNC Parsa Rajabzadeh, Abdelkader Outtagarts, Yassine Hadjadj-Aoul, Soraya Ait Chellouche
2026	J	`jnl`	Reliable feedback-driven federated learning for distributed NWDAFs at the edge. Comput. Networks Parsa Rajabzadeh, Abdelkader Outtagarts, Yassine Hadjadj-Aoul, Soraya Ait Chellouche
2025	J	`jnl`	A dynamic AI-based algorithm selection for Virtual Network Embedding. Ann. des Télécommunications Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj-Aoul
2025	B	`conf`	GNN-Based Multi-Agent DRL for Energy-Efficient Multi-Domain 6G Resource Orchestration. GLOBECOM Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj-Aoul
2025	—	`conf`	HERO: Holistic Envisioned Reinforcement Learning Multi-Domain Orchestration with Latent ODE. CCNC Parsa Rajabzadeh, Abdelkader Outtagarts, Yassine Hadjadj-Aoul, Soraya Ait Chellouche
2025	J	`jnl`	Knowledge Graph-Based approach for Sustainable 6G End-to-End System Design. CoRR Akshay Jain, 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, Patrik Rugeland, Abdelkader Outtagarts, Karthik Upadhya, Panagiotis Demestichas, Raul Muñoz, Manuel Gil Pérez, Daniel Adanza, Ricard Vilalta
2025	Misc	`conf`	Next-Gen AI Orchestration Platform. ICIN Parsa Rajabzadeh, Abdelkader Outtagarts, Yassine Hadjadj-Aoul, Soraya Ait Chellouche
2025	—	`conf`	Real-Time Energy Consumption and Carbon Footprint Estimation of AI Agents in 6G. 6GNet Lucas Otávio Nascimento De Araújo, Abdelkader Outtagarts
2024	C	`conf`	A Novel DRL Framework for Cross-Domain Network Scaling in 6G Networks. HPSR Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj-Aoul
2024	J	`jnl`	Design Methodology for 6G End-to-End System: Hexa-X-II Perspective. IEEE Open J. Commun. Soc. Sylvaine Kerboeuf, Pawani Porambage, Akshay Jain, Patrik Rugeland, Gustav Wikström, Mårten Ericson, Dinh Thai Bui, Abdelkader Outtagarts, Heikki Karvonen, Pol Alemany, Raul Muñoz, Ricard Vilalta, Panagiotis Botsinis, Aurora Ramos, Josué Castañeda Cisneros, Mehmet Karaca, Christina Karousatou, Sokratis Barmpounakis, Panagiotis Demestichas, Anastasios Zafeiropoulos, Ioannis Tzanettis, Symeon Papavassiliou, Pietro G. Giardina, Giada Landi, Bin Han, Ahmad Nimr, Mikko A. Uusitalo
2024	C	`conf`	Feedback-Driven Federated Learning for Distributed NWDAFs in 5G Core. HPSR Parsa Rajabzadeh, Abdelkader Outtagarts
2024	Misc	`conf`	LLRS : A Low Latency Resource Scheduling in Cloud Continuum Orchestration. ICIN David Kule Mukuhi, Abdelkader Outtagarts
2024	B	`conf`	Multi-Domain Scaling Algorithm with Inter-Orchestrator Communication for Beyond 5G/6G Networks. IWCMC Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj-Aoul
2024	—	`conf`	Sustainability of AI - Energy consumption estimation of an mMTC admission control. CIoT Lucas Otávio Nascimento De Araújo, Abdelkader Outtagarts
2023	—	`conf`	Distributed Intelligent Resource Orchestration. 6GNet David Kule Mukuhi, Abdelkader Outtagarts
2023	B	`conf`	Dynamic Machine Learning Algorithm Selection For Network Slicing in Beyond 5G Networks. NetSoft Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj-Aoul
2023	Misc	`conf`	Federated Learning for Distributed NWDAF Architecture. ICIN Parsa Rajabzadeh, Abdelkader Outtagarts
2022	B	`conf`	A Robust Monte-Carlo-Based Deep Learning Strategy for Virtual Network Embedding. LCN Ghina Dandachi, Anouar Rkhami, Yassine Hadjadj-Aoul, Abdelkader Outtagarts
2022	J	`jnl`	A robust control-theory-based exploration strategy in deep reinforcement learning for virtual network embedding. Comput. Networks Ghina Dandachi, Sophie Cerf, Yassine Hadjadj-Aoul, Abdelkader Outtagarts, Éric Rutten
2022	J	`jnl`	Dynamic clustering of software defined network switches and controller placement using deep reinforcement learning. Comput. Networks E. L. Hocine Bouzidi, Abdelkader Outtagarts, Rami Langar, Raouf Boutaba
2022	B	`conf`	Robust Deep Reinforcement Learning Algorithm for VNF-FG Embedding. LCN Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj-Aoul
2021	J	`jnl`	Autonomous Network Slicing Prototype Using Machine-Learning-Based Forecasting for Radio Resources. IEEE Commun. Mag. Nazih Salhab, Rami Langar, Rana Rahim, Sylvain Cherrier, Abdelkader Outtagarts
2021	J	`jnl`	Deep Q-Network and Traffic Prediction based Routing Optimization in Software Defined Networks. J. Netw. Comput. Appl. EL Hocine Bouzidi, Abdelkader Outtagarts, Rami Langar, Raouf Boutaba
2021	—	`conf`	Learn to improve: A novel deep reinforcement learning approach for beyond 5G network slicing. CCNC Anouar Rkhami, Yassine Hadjadj-Aoul, Abdelkader Outtagarts
2021	B	`conf`	MonGNN: A neuroevolutionary-based solution for 5G network slices monitoring. LCN Anouar Rkhami, Yassine Hadjadj-Aoul, Gerardo Rubino, Abdelkader Outtagarts
2021	C	`conf`	On the use of machine learning and network tomography for network slices monitoring. HPSR Anouar Rkhami, Yassine Hadjadj-Aoul, Gerardo Rubino, Abdelkader Outtagarts
2020	—	`conf`	Evolutionary Actor-Multi-Critic Model for VNF-FG Embedding. CCNC Pham Tran Anh Quang, Yassine Hadjadj-Aoul, Abdelkader Outtagarts
2020	—	`conf`	On Using Deep Reinforcement Learning for VNF Forwarding Graphs Placement. NOF Pham Tran Anh Quang, Yassine Hadjadj-Aoul, Abdelkader Outtagarts
2020	C	`conf`	On the Use of Graph Neural Networks for Virtual Network Embedding. ISNCC Anouar Rkhami, Pham Tran Anh Quang, Yassine Hadjadj-Aoul, Abdelkader Outtagarts, Gerardo Rubino
2020	—	`conf`	Online based learning for predictive end-to-end network slicing in 5G networks. ICC EL Hocine Bouzidi, Abdelkader Outtagarts, Abdelkrim Hebbar, Rami Langar, Raouf Boutaba
2019	J	`jnl`	A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding. IEEE Trans. Netw. Serv. Manag. Pham Tran Anh Quang, Yassine Hadjadj-Aoul, Abdelkader Outtagarts
2019	—	`conf`	Cooperative AI-based e2e Network Slice Scaling. INFOCOM Workshops Makram Bouzid, Duc-Hung Luong, Dimitre Kostadinov, Yue Jin, Lorenzo Maggi, Abdelkader Outtagarts, Armen Aghasaryan
2019	B	`conf`	Deep Reinforcement Learning Application for Network Latency Management in Software Defined Networks. GLOBECOM EL Hocine Bouzidi, Abdelkader Outtagarts, Rami Langar
2019	—	`conf`	Multi-level Resource Scheduling for network slicing toward 5G. NOF Duc-Hung Luong, Abdelkader Outtagarts, Yacine Ghamri-Doudane
2018	—	`conf`	Cloudification and Autoscaling Orchestration for Container-Based Mobile Networks toward 5G: Experimentation, Challenges and Perspectives. VTC Spring Duc-Hung Luong, Huu-Trung Thieu, Abdelkader Outtagarts, Yacine Ghamri-Doudane
2018	C	`conf`	Deep Reinforcement Learning Based QoS-Aware Routing in Knowledge-Defined Networking. QSHINE Pham Tran Anh Quang, Yassine Hadjadj-Aoul, Abdelkader Outtagarts
2018	B	`conf`	Online-Based Learning for Predictive Network Latency in Software-Defined Networks. GLOBECOM EL Hocine Bouzidi, Duc-Hung Luong, Abdelkader Outtagarts, Abdelkrim Hebbar, Rami Langar
2018	—	`conf`	Predictive Autoscaling Orchestration for Cloud-native Telecom Microservices. 5G World Forum Duc-Hung Luong, Huu-Trung Thieu, Abdelkader Outtagarts, Yacine Ghamri-Doudane
2017	B	`conf`	Telecom microservices orchestration. NetSoft Duc-Hung Luong, Huu-Trung Thieu, Abdelkader Outtagarts, Bruno Mongazon-Cazavet
2016	—	`conf`	Traffic Monitoring in Software Defined Networks Using Opendaylight Controller. MSPN Duc-Hung Luong, Abdelkader Outtagarts, Abdelkrim Hebbar
2015	Misc	`conf`	When IT Meets Telco: RAN as a Service. UCC Abdelkader Outtagarts, Laurent Roullet, Bruno Mongazon-Cazavet, Gopalasingham Aravinthan
2013	—	`conf`	Automatic video programming using LSA and audio transcript. BMSB Abdelkader Outtagarts, Abderrazagh Mbodj
2012	C	`conf`	A Cloud-Based Collaborative and Automatic Video Editor. ISM Abdelkader Outtagarts, Abderrazagh Mbodj
2012	—	`conf`	Cloud-Based Automatic Video Editing Using Keywords. ICETE (Selected Papers) Abdelkader Outtagarts, Sylvain Squedin, Olivier Martinot
2012	—	`conf`	Keywords-based Automatic Multimedia Authoring in the Cloud. SIGMAP Abdelkader Outtagarts, Sylvain Squedin, Olivier Martinot
2009	J	`jnl`	iSSEE: IMS Sensors Search Engine Enabler for Sensors Mashups Convergent Application CoRR Abdelkader Outtagarts, Olivier Martinot