| 2026 | IWCMC | A Hybrid GA-Game-Theoretic Approach for Joint UPF Placement and Traffic Routing in Next Generation Networks. | Gouaouri Mohammed Dhiya Eddine, Miloud Bagaa, Messaoud Ahmed Ouameur, Hugo Bertrand, Daniel Massicotte, Adlen Ksentini |
| 2026 | IWCMC | Semi-Supervised Approach For Inference Serving At The Edge. | Saif Eddine Khelifa, Sihem Ouahouah, Miloud Bagaa, Messaoud Ahmed Ouameur, Adlen Ksentini |
| 2026 | IWCMC | Length Rate Quotient Shaper for Deterministic Quality of Service in Multi-Hop SDNs. | Salma Taib, Selma Zerrouki, Abderrahmane Boulahdour, Miloud Bagaa, Abir Derouiche, Messaoud Ahmed Ouameur |
| 2026 | LANMAN | FPGA-Enabled Design for per-Stream Processing in Asynchronous Traffic Shaping for TSN. | Abderrahmane Boulahdour, Michel Lemaire, Miloud Bagaa, Messaoud Ahmed Ouameur, Adlen Ksentini, Hugo Bertrand, Daniel Massicotte |
| 2025 | GLOBECOM | eBPF-Driven ATS Scheduler: An Advanced Stream Processing Approach for Industry 5.0. | Abderrahmane Boulahdour, Miloud Bagaa, Adlen Ksentini, Messaoud Ahmed Ouameur, Daniel Massicotte |
| 2025 | GLOBECOM | A two-stage framework for topology-aware joint microservice placement and distributed volume allocation on cloud-edge networks. | Gouaouri Mohammed Dhiya Eddine, Sihem Ouahouah, Miloud Bagaa, Messaoud Ahmed Ouameur, Adlen Ksentini |
| 2025 | IWCMC | A Reinforcement Learning Approach for Multi-edge Task Offloading Through Bi-level Optimization. | Mohammed Dhyia Eddine Gouaouri, Miloud Bagaa, Oussama Bekkouche, Messaoud Ahmed Ouameur, Adlen Ksentini |
| 2025 | IWCMC | Tail-Latency Aware Scheduler For Inference Workloads. | Saif Eddine Khelifa, Miloud Bagaa, Sihem Ouahouah, Messaoud Ahmed Ouameur, Adlen Ksentini |
| 2025 | WINCOM | ML-Based UAV Routing with Dynamic Geofencing Using 5G NEF and CAMARA APIs. | Wassim Kribaa, Miloud Bagaa, Ibrahim Afolabi, Adlen Ksentini, Mohammed S. Elmusrati, Petri Vlisuo |
| 2024 | GLOBECOM | 5G-based Ground Risk Mitigation for UAVs: A Deep Reinforcement Learning Approach. | Mohammed Lahouari Harchaoui, Sihem Ouahouah, Oussama Bekkouche, Miloud Bagaa, Abir Derouiche |
| 2024 | GLOBECOM | SDN-based Network Traffic Classification using Deep Reinforcement Learning. | Sifeddine Salmi, Miloud Bagaa, Messaoud Ahmed Ouameur, Oussama Bekkouche, Adlen Ksentini |
| 2024 | IWCMC | Impact of Neural Network Depth on Split Federated Learning Performance in Low-Resource UAV Networks. | Houda Hafi, Bouziane Brik, Miloud Bagaa, Adlen Ksentini |
| 2023 | GLOBECOM | Federated Deep Reinforcement Learning-Based Task Offloading System in Edge Computing Environment. | Hiba Merakchi, Miloud Bagaa, Messaoud Ahmed Ouameur, Adlen Ksentini, Abdenour Sehad |
| 2023 | IWCMC | A Reinforcement Learning Based Approach for Controlling Autonomous Vehicles in Complex Scenarios. | Badr Ben Elallid, Miloud Bagaa, Nabil Benamar, Nabil Mrani |
| 2023 | NOMS | On enabling 5G Dynamic TDD by leveraging Deep Reinforcement Learning and O-RAN. | Karim Boutiba, Miloud Bagaa, Adlen Ksentini |
| 2023 | PEMWN | DPFTT: Distributed Particle Filter for Target Tracking in the Internet of Things. | Sahar Boulkaboul, Djamel Djenouri, Miloud Bagaa |
| 2023 | PIMRC | Generating Event Sensor Readings Using Spatial Correlations and a Graph Sensor Adversarial Model for Energy Saving in IoT: GSAVES. | Roufaida Laidi, Djamel Djenouri, Miloud Bagaa, Lyes Khelladi, Youcef Djenouri |
| 2022 | GLOBECOM | On using Deep Reinforcement Learning to reduce Uplink Latency for uRLLC services. | Karim Boutiba, Miloud Bagaa, Adlen Ksentini |
| 2022 | GLOBECOM | Relay-based Network Architectures for Collaborative Virtual Reality Applications. | Fadia Hasnaoui, Lamia Zohra Mihoubi, Maria Pateraki, Miloud Bagaa |
| 2022 | IWCMC | An Efficient Allocation System for Centralized Network Slicing in LoRaWan. | Fatima Zahra Mardi, Miloud Bagaa, Yassine Hadjadj-Aoul, Nabil Benamar |
| 2021 | GLOBECOM | On using Deep Reinforcement Learning to dynamically derive 5G New Radio TDD pattern. | Miloud Bagaa, Karim Boutiba, Adlen Ksentini |
| 2021 | GLOBECOM | Radio Link Failure Prediction in 5G Networks. | Karim Boutiba, Miloud Bagaa, Adlen Ksentini |
| 2021 | GLOBECOM | Self-optimized network: When Machine Learning Meets Optimization. | Abdelhakim Nacef, Miloud Bagaa, Youcef Aklouf, Abdellah Kaci, Diego Leonel Cadette Dutra, Adlen Ksentini |
| 2021 | GLOBECOM | On using Deep Reinforcement Learning for Multi-Domain SFC placement. | Nassima Toumi, Miloud Bagaa, Adlen Ksentini |
| 2021 | LCN | Hierarchical Multi-Agent Deep Reinforcement Learning for SFC Placement on Multiple Domains. | Nassima Toumi, Miloud Bagaa, Adlen Ksentini |
| 2020 | GLOBECOM | QoS and Resource aware Security Orchestration System. | Miloud Bagaa, Tarik Taleb, Jorge Bernal Bernab, Antonio F. Skarmeta |
| 2020 | GLOBECOM | Coalition Game-based Approach for Improving the QoE of DASH-based Streaming in Multi-servers Scheme. | Oussama El Marai, Miloud Bagaa, Tarik Taleb |
| 2020 | IWCMC | UAV Communication Strategies in the Next Generation of Mobile Networks. | Hamed Hellaoui, Ali Chelli, Miloud Bagaa, Tarik Taleb |
| 2019 | GLOBECOM | Towards Studying Service Function Chain Migration Patterns in 5G Networks and Beyond. | Rami Akrem Addad, Diego Leonel Cadette Dutra, Miloud Bagaa, Tarik Taleb, Hannu Flinck |
| 2019 | GLOBECOM | Toward a UTM-Based Service Orchestration for UAVs in MEC-NFV Environment. | Oussama Bekkouche, Miloud Bagaa, Tarik Taleb |
| 2019 | GLOBECOM | Efficient Steering Mechanism for Mobile Network-Enabled UAVs. | Hamed Hellaoui, Ali Chelli, Miloud Bagaa, Tarik Taleb |
| 2019 | GLOBECOM | Ensuring High QoE for DASH-Based Clients Using Deterministic Network Calculus in SDN Networks. | Oussama El Marai, Jonathan Prados-Garzon, Miloud Bagaa, Tarik Taleb |
| 2019 | GLOBECOM | Closed-Form Expression for the Resources Dimensioning of Softwarized Network Services. | Jonathan Prados-Garzon, Tarik Taleb, Oussama El Marai, Miloud Bagaa |
| 2019 | WCNC | Edge Cloud Resource-aware Flight Planning for Unmanned Aerial Vehicles. | Oussama Bekkouche, Tarik Taleb, Miloud Bagaa, Konstantinos Samdanis |
| 2019 | WCNC | Towards Efficient Control of Mobile Network-Enabled UAVs. | Hamed Hellaoui, Ali Chelli, Miloud Bagaa, Tarik Taleb, Matthias Ptzold |
| 2019 | WCNC | A Fuzzy Logic-based Mechanism for An Efficient Cloud Resource Planning. | Abdelquoddouss Laghrissi, Tarik Taleb, Miloud Bagaa, Jonathan Prados-Garzon |
| 2018 | GLOBECOM | Benchmarking the ONOS Intent Interfaces to Ease 5G Service Management. | Rami Akrem Addad, Diego Leonel Cadette Dutra, Miloud Bagaa, Tarik Taleb, Hannu Flinck, Mehdi Namane |
| 2018 | GLOBECOM | MIRA!: An SDN-Based Framework for Cross-Domain Fast Migration of Ultra-Low Latency 5G Services. | Rami Akrem Addad, Diego Leonel Cadette Dutra, Tarik Taleb, Miloud Bagaa, Hannu Flinck |
| 2018 | GLOBECOM | Towards Modeling Cross-Domain Network Slices for 5G. | Rami Akrem Addad, Tarik Taleb, Miloud Bagaa, Diego Leonel Cadette Dutra, Hannu Flinck |
| 2018 | GLOBECOM | UAVs Traffic Control Based on Multi-Access Edge Computing. | Oussama Bekkouche, Tarik Taleb, Miloud Bagaa |
| 2018 | GLOBECOM | Integrated ICN and CDN Slice as a Service. | Ilias Benkacem, Miloud Bagaa, Tarik Taleb, Quang Ngoc Nguyen, Toshitaka Tsuda, Takuro Sato |
| 2018 | GLOBECOM | Towards Mitigating the Impact of UAVs on Cellular Communications. | Hamed Hellaoui, Ali Chelli, Miloud Bagaa, Tarik Taleb |
| 2018 | GLOBECOM | A Queuing Based Dynamic Auto Scaling Algorithm for the LTE EPC Control Plane. | Jonathan Prados-Garzon, Abdelquoddouss Laghrissi, Miloud Bagaa, Tarik Taleb |
| 2018 | GLOBECOM | Scheduled Communications in Next Generationmobile Networks. | Tarik Taleb, Miloud Bagaa, Si-Ahmed Naas |
| 2018 | WCNC | Efficient virtual evolved packet core deployment across multiple cloud domains. | Miloud Bagaa, Tarik Taleb, Abdelquoddouss Laghrissi, Adlen Ksentini |
| 2018 | WCNC | Performance benchmark of transcoding as a virtual network function in CDN as a service slicing. | Ilias Benkacem, Tarik Taleb, Miloud Bagaa, Hannu Flinck |
| 2018 | WCNC | Virtual security as a service for 5G verticals. | Yacine Khettab, Miloud Bagaa, Diego Leonel Cadette Dutra, Tarik Taleb, Nassima Toumi |
| 2018 | WCNC | Canonical domains for optimal network slice planning. | Abdelquoddouss Laghrissi, Tarik Taleb, Miloud Bagaa |
| 2017 | GLOBECOM | A Markov Decision Process-Based Collision Avoidance in IoT Applications. | Fatima Zahra Djiroun, Miloud Bagaa, Tarik Taleb |
| 2017 | GLOBECOM | Ensuring End-to-End QoS Based on Multi-Paths Routing Using SDN Technology. | Diego Leonel Cadette Dutra, Miloud Bagaa, Tarik Taleb, Konstantinos Samdanis |
| 2017 | GLOBECOM | Towards Edge Slicing: VNF Placement Algorithms for a Dynamic & Realistic Edge Cloud Environment. | Abdelquoddouss Laghrissi, Tarik Taleb, Miloud Bagaa, Hannu Flinck |
| 2017 | GLOBECOM | Efficient Transcoding and Streaming Mechanism in Multiple Cloud Domains. | Badr Eddine Mada, Miloud Bagaa, Tarik Taleb |
| 2016 | GLOBECOM | Dynamic Cloud Resource Scheduling in Virtualized 5G Mobile Systems. | Ahmad Bilal, Tarik Taleb, Andras Vajda, Miloud Bagaa |
| 2016 | GLOBECOM | Energy Harvesting Aware Minimum Spanning Tree for Survivable WSN with Minimum Relay Node Addition. | Djamel Djenouri, Miloud Bagaa, Ali Chelli, Ilangko Balasingham |
| 2016 | GLOBECOM | On Using SDN in 5G: The Controller Placement Problem. | Adlen Ksentini, Miloud Bagaa, Tarik Taleb |
| 2016 | GLOBECOM | UAV Selection for a UAV-Based Integrative IoT Platform. | Naser Hossein Motlagh, Miloud Bagaa, Tarik Taleb |
| 2016 | IWCMC | Cost-efficient data aggregation schemes for Small Cell Networks. | Btissam Er-Rahmadi, Miloud Bagaa, Adlen Ksentini, Djamal-Eddine Meddour |
| 2016 | WCNC | An efficient D2D-based strategies for machine type communications in 5G mobile systems. | Miloud Bagaa, Adlen Ksentini, Tarik Taleb, Riku Jntti, Ali Chelli, Ilangko Balasingham |
| 2015 | GLOBECOM | Efficient Tracking Area Management in Carrier Cloud. | Miloud Bagaa, Tarik Taleb, Adlen Ksentini |
| 2015 | GLOBECOM | Data Aggregation Tree Construction Strategies for Increasing Network Lifetime in EH-WSN. | Miloud Bagaa, Mohamed F. Younis, Ilangko Balasingham |
| 2015 | GLOBECOM | Optimal Strategies for Data Aggregation Scheduling in Wireless Sensor Networks. | Miloud Bagaa, Mohamed F. Younis, Ilangko Balasingham |
| 2014 | EUSPN | Interference-aware Congestion Control Protocol for Wireless Sensor Networks. | Mohamed Amine Kafi, Djamel Djenouri, Jalel Ben-Othman, Abdelraouf Ouadjaout, Miloud Bagaa, Noureddine Lasla, Nadjib Badache |
| 2014 | EUSPN | DZ50: Energy-efficient Wireless Sensor Mote Platform for Low Data Rate Applications. | Abdelraouf Ouadjaout, Noureddine Lasla, Miloud Bagaa, Messaoud Doudou, Cherif Zizoua, Mohamed Amine Kafi, Abdelouahid Derhab, Djamel Djenouri, Nadjib Badache |
| 2014 | IWCMC | An efficient clock synchronization protocol for wireless sensor networks. | Chafika Benzaid, Miloud Bagaa, Mohamed F. Younis |
| 2014 | IWCMC | Effective handling of spreading events using wireless sensor and actuator networks. | Wassila Lalouani, Mohamed F. Younis, Miloud Bagaa, Nadjib Badache |
| 2014 | WCNC | Service-aware network function placement for efficient traffic handling in carrier cloud. | Miloud Bagaa, Tarik Taleb, Adlen Ksentini |
| 2014 | WCNC | Intertwined medium access scheduling of upstream and downstream traffic in wireless sensor networks. | Miloud Bagaa, Mohamed F. Younis, Djamel Djenouri, Nadjib Badache |
| 2013 | MSWIM | Efficient data aggregation scheduling in wireless sensor networks with multi-channel links. | Miloud Bagaa, Mohamed F. Younis, Nadjib Badache |
| 2012 | INFOCOM | Semi-structured and unstructured data aggregation scheduling in wireless sensor networks. | Miloud Bagaa, Abdelouahid Derhab, Noureddine Lasla, Abdelraouf Ouadjaout, Nadjib Badache |
| 2012 | LCN | Half-Symmetric Lens based localization algorithm for wireless sensor networks. | Noureddine Lasla, Abdelouahid Derhab, Abdelraouf Ouadjaout, Miloud Bagaa, Adlen Ksentini, Nadjib Badache |
| 2007 | LCN | SEDAN: Secure and Efficient protocol for Data Aggregation in wireless sensor Networks. | Miloud Bagaa, Noureddine Lasla, Abdelraouf Ouadjaout, Yacine Challal |