| 2026 | INFOCOM | Uncertainty-Aware Zero-Touch Drift Management for Trustworthy DRL in 5G/6G Networks. | Mazene Ameur, Bouziane Brik, Adlen Ksentini |
| 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 | 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 |
| 2026 | NetSoft | Intent-Based 6G Management with Generative AI. | Abdelkader Mekrache, Adlen Ksentini, Ulrich Finger |
| 2026 | Networking | Opening the Black Box of Zero-Touch 6G: Sequential XAI in the Control Loop. | Mohamed Readh Fentazi, Adlen Ksentini |
| 2025 | AIAI | Developing a 6G Data and ML Operations Automation via an End-To-End AI Framework: The 6G-DALI Context. | Ioannis P. Chochliouros, Kostas Ramantas, Vasileios Theodorou, Christian Pinto, Takai Eddine Kennouche, Adlen Ksentini, Franco Minucci, Dimitrios Amaxilatis, Giacomo Bernini, Luigi Briguglio, Rihan Hai, Anastasia S. Spiliopoulou, Christos V. Verikoukis |
| 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 | GLOBECOM | AIEuroLens: Explainable AI Framework for Drift Detection applied to 5G Time-Series Data. | Mohamed Readh Fentazi, Mehdi Hassani, Adlen Ksentini, Abdelkader Mekrache, Malika Bessedik |
| 2025 | ISCC | Trust Management and Federated Resource Utilization in the Cloud Edge Computing Continuum. | Mariem Aljene, Sofiane Messaoudi, 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 | MSWIM | Hierarchical Multi-Agent RL TE in SD-WAN based Cloud Edge Continuum Interconnection. | Ayoub Mokhtari, Adlen Ksentini |
| 2025 | NetSoft | OSS-GPT: An LLM-Powered Intent-Driven Operations Support System for 6G Networks. | Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis |
| 2025 | WCNC | Greening 5G : Empowering Dynamic DRX with Deep Reinforcement Learning and O-RAN. | Jerold Kingston Gnanasekaran, Karim Boutiba, Adlen Ksentini |
| 2025 | SIGCOMM | Next-Generation 6G Network Management with OSS-GPT. | Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis |
| 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 | CNSM | Budget-Aware Resource Pricing in Cloud and Edge Computing Continuum. | Akram Boutouchent, Karim Boutiba, Adlen Ksentini |
| 2024 | GLOBECOM | Reinforcement Learning Driven Sustainable Resource and Power Management for the MEC. | Shreya K. Chari, John S. Vardakas, Kostas Ramantas, Adlen Ksentini, Christos V. Verikoukis |
| 2024 | GLOBECOM | SD-WAN for Cloud Edge Computing Continuum interconnection. | Ayoub Mokhtari, Adlen Ksentini |
| 2024 | GLOBECOM | SDN-based Network Traffic Classification using Deep Reinforcement Learning. | Sifeddine Salmi, Miloud Bagaa, Messaoud Ahmed Ouameur, Oussama Bekkouche, Adlen Ksentini |
| 2024 | HPSR | SDN-based L4S Congestion Control in Beyond 5G. | Sofiane Messaoudi, Adlen Ksentini, Franck Messaoudi, Christian Bonnet |
| 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 |
| 2024 | NetSoft | Leveraging LLMs to eXplain DRL Decisions for Transparent 6G Network Slicing. | Mazene Ameur, Bouziane Brik, Adlen Ksentini |
| 2024 | NetSoft | LLM-enabled Intent-driven Service Configuration for Next Generation Networks. | Abdelkader Mekrache, Adlen Ksentini |
| 2024 | NOSSDAV | On the benefits and caveats of exploiting Quality on Demand Network APIs for video streaming. | Tuan Tran, Dylan Gageot, Christoph Neumann, Guillaume Bichot, Abderrahmen Tlili, Karim Boutiba, Adlen Ksentini |
| 2023 | GLOBECOM | Combining Network Data Analytics Function and Machine Learning for Abnormal Traffic Detection in Beyond 5G. | Abdelkader Mekrache, Karim Boutiba, 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 | GLOBECOM | GNN-Based SDN Admission Control in Beyond 5G Networks. | Sofiane Messaoudi, Adlen Ksentini, Franck Messaoudi, Christian Bonnet |
| 2023 | GLOBECOM | 6G-BRICKS: Building Reusable Testbed Infrastructures for Cloud-to-Device Breakthrough Technologies. | Kostas Ramantas, Anastasios N. Bikos, Walter Nitzold, Sofie Pollin, Adlen Ksentini, Sylvie Mayrargue, Vasileios Theodorou, Loizos Christofi, Georgios Gardikis, Md. Arifur Rahman, Ashima Chawla, Francisco Ibaez, Ioannis P. Chochliouros, Didier Nicholson, Mario Montagud, Arman Shojaeifard, Alexios Pagkotzidis, Christos V. Verikoukis |
| 2023 | NetSoft | XAI-Enabled Fine Granular Vertical Resources Autoscaler. | Mohamed Mekki, Bouziane Brik, Adlen Ksentini, Christos V. Verikoukis |
| 2023 | NOMS | On enabling 5G Dynamic TDD by leveraging Deep Reinforcement Learning and O-RAN. | Karim Boutiba, Miloud Bagaa, Adlen Ksentini |
| 2023 | PIMRC | Admission Control with Resource Efficiency Using Reinforcement Learning in Beyond-5G Networks. | Luis A. Garrido, Kostas Ramantas, Anestis Dalgkitsis, Adlen Ksentini, Christos V. Verikoukis |
| 2022 | GLOBECOM | Availability and Latency Aware Deployment of Cloud Native Edge Slices. | Sagar Arora, Adlen Ksentini, Christian Bonnet |
| 2022 | GLOBECOM | On using Deep Reinforcement Learning to reduce Uplink Latency for uRLLC services. | Karim Boutiba, Miloud Bagaa, Adlen Ksentini |
| 2022 | GLOBECOM | A Trust and Explainable Federated Deep Learning Framework in Zero Touch B5G Networks. | Sabra Ben Saad, Bouziane Brik, Adlen Ksentini |
| 2022 | LCN | Microservices Configurations and the Impact on the Performance in Cloud Native Environments. | Mohamed Mekki, Nassima Toumi, Adlen Ksentini |
| 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 | UAV mission optimization in 5G: On reducing MEC service relocation. | Samir Si-Mohammed, Adlen Ksentini, Maha Bouaziz, Yacine Challal, Amar Balla |
| 2020 | GLOBECOM | Towards Cross-Domain Service Function Chain Orchestration. | Nassima Toumi, Olivier Bernier, Djamal-Eddine Meddour, Adlen Ksentini |
| 2020 | LCN | On Predicting Service-oriented Network Slices Performances in 5G: A Federated Learning Approach. | Bouziane Brik, Adlen Ksentini |
| 2020 | MSWIM | AutoMEC: LSTM-based User Mobility Prediction for Service Management in Distributed MEC Resources. | Umberto Fattore, Marco Liebsch, Bouziane Brik, Adlen Ksentini |
| 2019 | GLOBECOM | Dynamic Slicing of RAN Resources for Heterogeneous Coexisting 5G Services. | Sihem Bakri, Pantelis A. Frangoudis, Adlen Ksentini |
| 2019 | GLOBECOM | Coexistence of ICN and IP Networks: An NFV as a Service Approach. | Boubakr Nour, Fan Li, Hakima Khelifi, Hassine Moungla, Adlen Ksentini |
| 2019 | NetSoft | Exposing radio network information in a MEC-in-NFV environment: the RNISaaS concept. | Sagar Arora, Pantelis A. Frangoudis, Adlen Ksentini |
| 2019 | PIMRC | An Analytical Comparison of MU-MIMO and Single User Transmissions in IEEE 802.11ac. | Yousri Daldoul, Djamal-Eddine Meddour, Adlen Ksentini |
| 2018 | CNSM | Virtual Network Embedding with Formal Reachability Assurance. | Guido Marchetto, Riccardo Sisto, Jalolliddin Yusupov, Adlen Ksentini |
| 2018 | CoNEXT | A Framework for Orchestration and Federation of 5G Services in a Multi-Domain Scenario. | Luca Valcarenghi, Barbara Martini, Kiril Antevski, Carlos J. Bernardos, Giada Landi, Marco Capitani, Josep Mangues-Bafalluy, Ricardo Martnez, Jorge Baranda, Iaki Pascual, Adlen Ksentini, Carla Fabiana Chiasserini, Francesco Malandrino, Xi Li, Dmitriy Andrushko, Konstantin Tomakh |
| 2018 | GLOBECOM | Smart Scaling of the 5G Core Network: An RNN-Based Approach. | Imad Alawe, Yassine Hadjadj-Aoul, Adlen Ksentini, Philippe Bertin, Csar Viho, Davy Darche |
| 2018 | GLOBECOM | Latency and Availability Driven VNF Placement in a MEC-NFV Environment. | Louiza Yala, Pantelis A. Frangoudis, Adlen Ksentini |
| 2018 | ICSE | Emotion-Awareness for Intelligent Vehicle Assistants: A Research Agenda. | Hans-Jrg Vgel, Christian S, Thomas Hubregtsen, Elisabeth Andr, Bjrn W. Schuller, Jrme Hrri, Jrg Conradt, Asaf Adi, Alexander Zadorojniy, Jacques M. B. Terken, Jonas Beskow, Ann Morrison, Kynan Eng, Florian Eyben, Samer Al Moubayed, Susanne Muller, Nicholas Cummins, Viviane S. Ghaderi, Ronee Chadowitz, Raphal Troncy, Benoit Huet, Melek nen, Adlen Ksentini |
| 2018 | IWCMC | Service migration versus service replication in Multi-access Edge Computing. | Pantelis A. Frangoudis, Adlen Ksentini |
| 2018 | IWCMC | Alternatives to Binary Routing Policies Applied to a Military MANET Coalition. | Florian Grandhomme, Gilles Guette, Adlen Ksentini, Thierry Plesse |
| 2018 | NetSoft | A reference architecture for network slicing. | Slawomir Kuklinski, Lechoslaw Tomaszewski, Tomasz Osinski, Adlen Ksentini, Pantelis A. Frangoudis, Eleonora Cau, Marius Corici |
| 2018 | PIMRC | Resource Orchestration of 5G Transport Networks for Vertical Industries. | Kiril Antevski, Jorge Martn-Prez, Nuria Molner, Carla Fabiana Chiasserini, Francesco Malandrino, Pantelis A. Frangoudis, Adlen Ksentini, Xi Li, Josep Xavier Salvat, Ricardo Martnez, Iaki Pascual, Josep Mangues-Bafalluy, Jorge Baranda, Barbara Martini, Molka Gharbaoui |
| 2018 | WCNC | Efficient virtual evolved packet core deployment across multiple cloud domains. | Miloud Bagaa, Tarik Taleb, Abdelquoddouss Laghrissi, Adlen Ksentini |
| 2018 | WCNC | Network slices for vertical industries. | Claudio Casetti, Carla Fabiana Chiasserini, Thomas Dei, Pantelis A. Frangoudis, Adlen Ksentini, Giada Landi, Xi Li, Nuria Molner, Josep Mangues |
| 2018 | WCNC | 5G mobile transport and computing platform for verticals. | Paola Iovanna, Teresa Pepe, Carmen Guerrero, Francesca Moscatelli, Adlen Ksentini, Carla Fabiana Chiasserini, Claudio Casetti, Josep Mangues-Bafalluy, Luca Valcarenghi, Barbara Martini, Xi Li, Giuliana Zennaro |
| 2018 | WCNC | Service orchestration and federation for verticals. | Xi Li, Josep Mangues-Bafalluy, Iaki Pascual, Giada Landi, Francesca Moscatelli, Kiril Antevski, Carlos Jesus Bernardos, Luca Valcarenghi, Barbara Martini, Carla Fabiana Chiasserini, Claudio Casetti, Dmitriy Andrushko, Nicolas A. Serrano, Adlen Ksentini |
| 2018 | WFCS | Formally verified latency-aware VNF placement in industrial Internet of things. | Guido Marchetto, Riccardo Sisto, Jalolliddin Yusupov, Adlen Ksentini |
| 2017 | GLOBECOM | On Using Edge Computing for Computation Offloading in Mobile Network. | Farouk Messaoudi, Adlen Ksentini, Philippe Bertin |
| 2017 | GLOBECOM | Balancing between Cost and Availability for CDNaaS Resource Placement. | Louiza Yala, Pantelis A. Frangoudis, Giorgio Lucarelli, Adlen Ksentini |
| 2016 | GLOBECOM | On-the-Fly QoE-Aware Transcoding in the Mobile Edge. | Sunny Dutta, Tarik Taleb, Pantelis A. Frangoudis, Adlen Ksentini |
| 2016 | GLOBECOM | Content Delivery Networks as a Virtual Network Function: A Win-Win ISP-CDN Collaboration. | Nicolas Herbaut, Daniel Ngru, Yiping Chen, Pantelis A. Frangoudis, Adlen Ksentini |
| 2016 | GLOBECOM | On Using SDN in 5G: The Controller Placement Problem. | Adlen Ksentini, Miloud Bagaa, Tarik Taleb |
| 2016 | GLOBECOM | QoE-Aware Computing Resource Allocation for CDN-as-a-Service Provision. | Louiza Yala, Pantelis A. Frangoudis, Adlen Ksentini |
| 2016 | IWCMC | How accurate is the RACH procedure model in LTE and LTE-A? | Osama Arouk, Adlen Ksentini, Tarik Taleb |
| 2016 | IWCMC | Cost-efficient data aggregation schemes for Small Cell Networks. | Btissam Er-Rahmadi, Miloud Bagaa, Adlen Ksentini, Djamal-Eddine Meddour |
| 2016 | PIMRC | A service-tailored TDD cell-less architecture. | Vincenzo Sciancalepore, Konstantinos Samdanis, Rudraksh Shrivastava, Adlen Ksentini, Xavier Costa-Prez |
| 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 |
| 2016 | WCNC | A traffic-driven analysis for small cells backhaul planning. | Btissam Er-Rahmadi, Adlen Ksentini, Djamal-Eddine Meddour |
| 2016 | WCNC | Towards elastic application-oriented bearer management for enhancing QoE in LTE networks. | Tarik Taleb, Konstantinos Samdanis, Adlen Ksentini |
| 2015 | GLOBECOM | PMIPv6-Based Follow Me Cloud. | Abdelkader Aissioui, Adlen Ksentini, Abdelhak Mourad Guroui |
| 2015 | GLOBECOM | Performance Analysis of RACH Procedure with Beta Traffic-Activated Machine-Type-Communication. | Osama Arouk, Adlen Ksentini, Tarik Taleb |
| 2015 | GLOBECOM | Efficient Tracking Area Management in Carrier Cloud. | Miloud Bagaa, Tarik Taleb, Adlen Ksentini |
| 2015 | WCNC | Enhancement of the TXOP sharing designed for DL-MU-MIMO IEEE 802.11ac WLANs. | Mohand Yazid, Adlen Ksentini, Louiza Bouallouche-Medjkoune, Djamil Assani |
| 2015 | WiMob | An efficient elastic distributed SDN controller for follow-me cloud. | Abdelkader Aissioui, Adlen Ksentini, Abdelhak Mourad Guroui |
| 2015 | WiMob | Wait-to-pick-as-available (W2PAA): A new MAC protocol for uplink multi-users transmissions in WLAN. | Btissam Er-Rahmadi, Adlen Ksentini, Djamal-Eddine Meddour |
| 2014 | GLOBECOM | Towards a large scale LOCARN design low Opex & Capex architecture for resilient networks. | Damien Le Qur, Christophe Betoule, Remi Clavier, Yassine Hadjadj-Aoul, Adlen Ksentini, Gilles Thounon |
| 2014 | MSWIM | Multi-channel slotted aloha optimization for machine-type-communication. | Osama Arouk, Adlen Ksentini |
| 2014 | WCNC | Service-aware network function placement for efficient traffic handling in carrier cloud. | Miloud Bagaa, Tarik Taleb, Adlen Ksentini |
| 2013 | GLOBECOM | An efficient scheme for MTC overload control based on signaling message compression. | Tarik Taleb, Adlen Ksentini |
| 2013 | GLOBECOM | An analytical model for Follow Me Cloud. | Tarik Taleb, Adlen Ksentini |
| 2013 | MSWIM | Gateway relocation avoidance-aware network function placement in carrier cloud. | Tarik Taleb, Adlen Ksentini |
| 2013 | WoWMoM | Evaluation of hybrid Scalable Video Coding for HTTP-based adaptive media streaming with high-definition content. | Michael Grafl, Christian Timmerer, Hermann Hellwagner, Wael Chrif, Adlen Ksentini |
| 2012 | GLOBECOM | No-reference Quality of Experience estimation of H264/SVC stream. | Wael Chrif, Adlen Ksentini, Daniel Ngru |
| 2012 | GLOBECOM | Wireless connection steering for vehicles. | Tarik Taleb, Adlen Ksentini, Fethi Filali |
| 2012 | LCN | Half-Symmetric Lens based localization algorithm for wireless sensor networks. | Noureddine Lasla, Abdelouahid Derhab, Abdelraouf Ouadjaout, Miloud Bagaa, Adlen Ksentini, Nadjib Badache |
| 2012 | WCNC | QoE-based energy conservation for VoIP over WLAN. | Adlen Ksentini, Yassine Hadjadj-Aoul |
| 2011 | GLOBECOM | On Associating SVC and DVB-T2 for Mobile Television Broadcast. | Adlen Ksentini, Yassine Hadjadj-Aoul |
| 2011 | ISCC | An adaptive QoE-based multipath video streaming algorithm for Scalable Video Coding (SVC). | Majd Ghareeb, Adlen Ksentini, Csar Viho |
| 2011 | IWCMC | QoE-aware vertical handover in wireless heterogeneous networks. | Kandaraj Piamrat, Adlen Ksentini, Csar Viho, Jean-Marie Bonnin |
| 2010 | WCNC | QoE-Aware Scheduling for Video-Streaming in High Speed Downlink Packet Access. | Kandaraj Piamrat, Kamal Deep Singh, Adlen Ksentini, Csar Viho, Jean-Marie Bonnin |
| 2009 | Broadnets | Rate adaptation mechanism for multimedia multicasting in wireless networks. | Kandaraj Piamrat, Adlen Ksentini, Jean-Marie Bonnin, Csar Viho |
| 2009 | GLOBECOM | Q-DRAM: QoE-Based Dynamic Rate Adaptation Mechanism for Multicast in Wireless Networks. | Kandaraj Piamrat, Adlen Ksentini, Jean-Marie Bonnin, Csar Viho |
| 2009 | ISCC | Enhancing VoWLAN service through adaptive voice coder. | Adlen Ksentini |
| 2008 | LCN | QoE-based network selection for multimedia users in IEEE 802.11 wireless networks. | Kandaraj Piamrat, Adlen Ksentini, Csar Viho, Jean-Marie Bonnin |
| 2008 | VTC | QoE-Aware Admission Control for Multimedia Applications in IEEE 802.11 Wireless Networks. | Kandaraj Piamrat, Adlen Ksentini, Csar Viho, Jean-Marie Bonnin |
| 2007 | Broadnets | Modeling and performance analysis of an improved DCF-based mechanism under noisy channel. | Adlen Ksentini, Marc Ibrahim |
| 2005 | GLOBECOM | A new IEEE 802.11 MAC protocol with admission control for sensitive multimedia applications. | Adlen Ksentini, Abdelhak Mourad Guroui, Mohamed Naimi |
| 2005 | ICCCN | Improving H.264 video transmission in 802.11e EDCA. | Adlen Ksentini, Abdelhak Mourad Guroui, Mohamed Naimi |
| 2005 | MSWIM | Adaptive transmission opportunity with admission control for IEEE 802.11e networks. | Adlen Ksentini, Abdelhak Mourad Guroui, Mohamed Naimi |
| 2005 | PIMRC | Determinist contention window algorithm for IEEE 802.11. | Adlen Ksentini, Abdelhamid Nafaa, Abdelhak Mourad Guroui, Mohamed Naimi |
| 2005 | WCNC | SCW: sliding contention window for efficient service differentiation in IEEE 802.11 networks. | Abdelhamid Nafaa, Adlen Ksentini, Ahmed Mehaoua |
| 2004 | PIMRC | Novel architecture for reliable H.26L video transmission over IEEE 802.11e. | Adlen Ksentini, Abdelhak Mourad Guroui, Mohamed Naimi |