Abbas Bradai

Publications

Article dans une revue (29)

Enhancing beamforming performance in 6G-V2X base stations using meta-deep reinforcement Q-learning Ali Belgacem,Abbas Bradai Internet of Things, 2026, 35, pp.1-20. ⟨10.1016/j.iot.2025.101825⟩ Article dans une revue hal-05477721v1
FedCoRE: Effective Federated Learning for constrained RESTful environments in the Artificial Intelligence of Things Badis Djamaa,Habib Yekhlef,Abbas Bradai Journal of Network and Computer Applications (JNCA), 2025, 244, pp.1-13. ⟨10.1016/j.jnca.2025.104357⟩ Article dans une revue hal-05360472v1
DRL Framework for Minimizing Beam Switching Time and Maintaining QoS in 6G-V2X Base Stations Ali Belgacem,Abbas Bradai SpringerPlus, 2025, Lecture Notes in Computer Science, 15540, pp 73-84. ⟨10.1007/978-3-032-00552-6_5⟩ Article dans une revue hal-05311248v1
PIM-LLN: Protocol Independent Multicast for Low-Power and Lossy Networks Issam Eddine Lakhlef,Badis Djamaa,Mustapha Reda Senouci,Abbas Bradai,Yahia Mohamed Cherif IEEE Transactions on Mobile Computing, 2024, 24 (5), pp.3809-3825. ⟨10.1109/TMC.2024.3514942⟩ Article dans une revue hal-05033879v1
Enhanced Multicast Protocol for Low-power and Lossy IoT Networks Issam Eddine Lakhlef,Badis Djamaa,Mustapha Reda Senouci,Abbas Bradai IEEE Sensors Journal, 2024, pp.15393-15408. ⟨10.1109/JSEN.2024.3375797⟩ Article dans une revue hal-04514824v1
Deep reinforcement learning techniques for vehicular networks: recent advances and future trends towards 6G Abdelkader Mekrache,Abbas Bradai,Emmanuel Moulay,Samir Dawaliby Vehicular Communications, 2022, 33, pp.100398. ⟨10.1016/j.vehcom.2021.100398⟩ Article dans une revue hal-03326474v1
PSCS-Net: Perception Optimized Image Reconstruction Network for Autonomous Driving Systems Zakaria Bairi,Olfa Ben Ahmed,Abdennour Amamra,Abbas Bradai,Kada Beghdad Bey IEEE Transactions on Intelligent Transportation Systems, 2022, ⟨10.1109/TITS.2022.3223167⟩ Article dans une revue hal-03875790v1
On the Spectral Efficiency of LoRa Networks: Performance Analysis, Trends and Optimal Points of Operation Lam-Thanh Tu,Abbas Bradai,Yannis Pousset,Alexis I Aravanis IEEE Transactions on Communications, 2022, ⟨10.1109/TCOMM.2022.3148784⟩ Article dans une revue hal-02971898v2
Energy Efficiency Analysis of LoRa Networks Lam-Thanh Tu,Abbas Bradai,Yannis Pousset,Alexis I. Aravanis IEEE Wireless Communications Letters, 2021, ⟨10.1109/LWC.2021.3084996⟩ Article dans une revue hal-02977258v2
Joint Slice-based Spreading Factor and Transmission Power Optimization in LoRa Smart City Networks Samir Dawaliby,Abbas Bradai,Yannis Pousset Internet of Things, 2021, 14, pp.100121. ⟨10.1016/j.iot.2019.100121⟩ Article dans une revue hal-02301022v1
Learning-based IoT Data Aggregation for Disaster Scenarios Min Peng,Sahil Garg,Xiaoding Wang,Abbas Bradai,Hui Linet al. IEEE Access, 2020, pp.1-1. ⟨10.1109/ACCESS.2020.3008289⟩ Article dans une revue hal-02899121v1
Online GMM Clustering and Mini-Batch-Gradient Descent based Optimization for Industrial IoT 4.0 Seifeddine Messaoud,Abbas Bradai,Emmanuel Moulay IEEE Transactions on Industrial Informatics, 2020, 16 (2), pp.1427-1435. ⟨10.1109/TII.2019.2945012⟩ Article dans une revue hal-02285487v1
Distributed Network Slicing in Large Scale IoT based on Coalitional Multi-Game Theory Samir Dawaliby,Abbas Bradai,Yannis Pousset IEEE Transactions on Network and Service Management, 2019, 16 (4), pp.1567 - 1580. ⟨10.1109/TNSM.2019.2945254⟩ Article dans une revue hal-02290145v1
Single and Multi-domain Adaptive Allocation Algorithms for VNF Forwarding Graph Embedding Quang Tran Anh Pham,Abbas Bradai,Kamal Deep Singh,Gauthier Picard,Roberto Riggio IEEE Transactions on Network and Service Management, 2019, 16 (1), pp.98-112. ⟨10.1109/TNSM.2018.2876623⟩ Article dans une revue hal-01904442v1
A Survey of Localization Systems in Internet of Things Fekher Khelifi,Abbas Bradai,Abderrahim Benslimane,Priyanka Rawat,Mohamed Atri Mobile Networks and Applications, 2019, 24 (3), pp.761-785. ⟨10.1007/s11036-018-1090-3⟩ Article dans une revue hal-02150134v1
Joint Energy and QoS-aware Memetic-based Scheduling for M2M Communications in LTE-M Samir Dawaliby,Abbas Bradai,Yannis Pousset,Christian Chatellier IEEE Transactions on Emerging Topics in Computational Intelligence, 2019, 3 (3), pp.217-229. ⟨10.1109/TETCI.2018.2883450⟩ Article dans une revue hal-01919483v1
Adaptive Dynamic Network Slicing in LoRa Networks Samir Dawaliby,Abbas Bradai,Yannis Pousset Future Generation Computer Systems, In press Article dans une revue hal-02011033v1
MobQoS: Mobility-aware and QoS-driven SDN framework for Autonomous Vehicles Sahil Garg,Kuljeet Kaur,Syed Hassan Ahmed,Abbas Bradai,Georges Kaddoumet al. IEEE Wireless Communications, 2019, 26 (4), pp.12-20. ⟨10.1109/MWC.2019.1800521⟩ Article dans une revue hal-02089050v1
A new fuzzy logic based node localization mechanism for Wireless Sensor Networks Saber Amri,Fekher Khelifi,Abbas Bradai,Abderrezak Rachedi,Med Lassaad Kaddachiet al. Future Generation Computer Systems, 2019, 113, pp.170-182. ⟨10.1016/j.future.2017.10.023⟩ Article dans une revue hal-01617438v1
Localization and Energy-Efficient Data Routing for Unmanned Aerial Vehicles: Fuzzy-Logic-Based Approach Fekher Khelifi,Abbas Bradai,Kamal Singh,Mohamed Atri IEEE Communications Magazine, 2018, 56 (4), pp.129 - 133. ⟨10.1109/MCOM.2018.1700453⟩ Article dans une revue hal-01879610v1
Design and experimental implementation of monitoring system in wireless sensor networks Fekher Khelifi,Abbas Bradai,Med Lassaad Kaddachi,Priyanka Rawat IET Wireless Sensor Systems, 2018, 8 (6), pp.350-359. ⟨10.1049/iet-wss.2018.5030⟩ Article dans une revue hal-02150142v1
Scheduling Wireless Virtual Networks Functions Roberto Riggio,Abbas Bradai,Davit Harutyunyan,Tinku Rasheed,Toufik Ahmed IEEE Transactions on Network and Service Management, 2016 Article dans une revue hal-01292250v1
Cellular software defined networking: a framework Abbas Bradai,Kamal Singh,Toufik Ahmed,Tinku Rasheed IEEE Communications Magazine, 2015, pp.36 - 43. ⟨10.1109/MCOM.2015.7120043⟩ Article dans une revue hal-01164299v1
Dynamic anchor points selection for mobility management in Software Defined Networks Abbas Bradai,Abderrahim Benslimane,Kamal Singh Journal of Network and Computer Applications (JNCA), 2015, 57, pp.1-11. ⟨10.1016/j.jnca.2015.06.018⟩ Article dans une revue istex hal-01223783v1
EMCOS: Energy-efficient Mechanism for Multimedia Streaming over Cognitive Radio Sensor Networks Abbas Bradai,Kamal Deep Singh,Abderrezak Rachedi,Toufik Ahmed Pervasive and Mobile Computing, 2015, 22, pp.16-32. ⟨10.1016/j.pmcj.2015.06.015⟩ Article dans une revue istex hal-01169092v1
Virtual Network Function Orchestration with Scylla Roberto Riggio,Julius Schulz-Zander,Abbas Bradai Computer Communication Review, 2015, 45 (5), pp.375-376. ⟨10.1145/2829988.2790040⟩ Article dans une revue hal-02150148v1
Efficient Content Delivery Scheme for Layered Video Streaming in Large-Scale Networks Abbas Bradai,Toufik Ahmed,Raouf Boutaba,Reaz Ahmed Journal of Network and Computer Applications (JNCA), 2014, pp.1-14. ⟨10.1016/j.jnca.2014.07.004⟩ Article dans une revue hal-01058843v1
ViCoV: Efficient Video Streaming for Cognitive Radio VANET Abbas Bradai,Toufik Ahmed,Abderrahim Benslimane Vehicular Communications, 2014, pp.1-18. ⟨10.1016/j.vehcom.2014.05.002⟩ Article dans une revue hal-00997616v2
An efficient playout smoothing mechanism for layered streaming in P2P networks Abbas Bradai,Ubaid Abbasi,Raul Landa,Toufik Ahmed Peer-to-Peer Networking and Applications, 2012, pp.ISSN 1936-6442. ⟨10.1007/s12083-012-0170-6⟩ Article dans une revue hal-00875223v1

Communication dans un congrès (26)

Exploring Teacher-Student Learning with Multi-Agent DRL for QoS Routing in SDN Mazene Ameur,Abbas Bradai,Nasreddine Lagraa ICC 2025 - IEEE International Conference on Communications, Jun 2025, Montreal, Canada. pp.5933-5938, ⟨10.1109/ICC52391.2025.11161544⟩ Communication dans un congrès hal-05303458v1
Differentiated QoS DDPG-based Slicing and Drone Positioning for Next Generation Networks Ghoshana Bista,Abbas Bradai,Emmanuel Moulay 6th International Workshop on Wireless Sensors and Drones in Internet of Things 2024 (Wi-DroIT 2024), Apr 2024, Abou Dhabi, United Arab Emirates. pp.8, ⟨10.1109/DCOSS-IoT61029.2024.00055⟩ Communication dans un congrès hal-04524462v1
Advanced Traffic Engineering in WAN Using Graph Attention Networks Sami Marouani,Kamal Singh,Baptiste Jeudy,Abbas Bradai,Amaury Habrard The 20th International Conference on Wireless and Mobile Computing, Networking and Communications, Wimob 2024, Oct 2024, Paris, France Communication dans un congrès hal-04698713v1
A Hybrid LSTM-Autoencoder Based Approach for Network Anomaly Detection System in IoT Environments Lyna Touileb,Kaouthar Zekri,Abbas Bradai,Yannis Pousset,Jean Charles Point International Mediterranean Conference on Communications and Networking (MediCom 2024), Jul 2024, Madrid, Spain. pp. 125-130, ⟨10.1109/MeditCom61057.2024.10621202⟩ Communication dans un congrès hal-04655379v1
Dual-Path Image Reconstruction: Bridging Vision Transformer and Perceptual Compressive Sensing Networks Zakaria Bairi,Kadda Beghdad-Bey,Olfa Ben Ahmed,Abdennour Amamra,Abbas Bradai 18th Conference on Computer Science and Intelligence Systems FedCSIS 2023, IEEE, IEEE, Sep 2023, Warsaw, Poland Communication dans un congrès hal-04211092v1
ChatGPT backend: A comprehensive analysis Ali Belgacem,Abbas Bradai,Kadda Beghdad-Bey 2023 International Symposium on Networks, Computers and Communications (ISNCC), Oct 2023, Doha, Qatar. pp.1-6, ⟨10.1109/ISNCC58260.2023.10323792⟩ Communication dans un congrès hal-05319215v1
Coverage Probability and Spectral Efficiency Analysis of Multi-Gateway Downlink LoRa Networks Lam-Thanh Tu,Abbas Bradai,Yannis Pousset IEEE International Conference on Communications, May 2022, Seoul, South Korea Communication dans un congrès hal-03559135v1
A New Closed-Form Expression of the Coverage Probability for Different QoS in LoRa Networks Lam Thanh Tu,Abbas Bradai,Yannis Pousset 2020 IEEE International Conference on Communications (ICC 2020), Jun 2020, Dublin, Ireland. ⟨10.1109/icc40277.2020.9148720⟩ Communication dans un congrès hal-02474188v1
Performance Evaluation of SWIPT-enabled Cellular Networks with Adaptive Modulation -A Stochastic Geometry Approach Lam-Thanh Tu,Abbas Bradai,Yannis Pousset Réseaux du futur : 5G et au-delà, Mar 2020, Paris, France Communication dans un congrès hal-02486816v1
Blockchain-based IoT Platform for Autonomous Drone Operations Management Samir Dawaliby,Arezki Aberkane,Abbas Bradai The Second Workshop on DroneCom in Conjunction with ACM MobiCom 2020, Sep 2020, London, United Kingdom Communication dans un congrès hal-02903033v2
Multi-domain non-cooperative VNF-FG embedding: A deep reinforcement learning approach Quang Tran Anh Pham,Abbas Bradai,Kamal Deep Singh,Yassine Hadjadj-Aoul INFOCOM 2019 - IEEE International Conference on Computer Communications, Apr 2019, Paris, France. pp.1-6, ⟨10.1109/INFCOMW.2019.8845184⟩ Communication dans un congrès hal-02088819v1
Network Slicing Optimization in Large Scale LoRa Wide Area Networks Samir Dawaliby,Abbas Bradai,Yannis Pousset IEEE Conference on Network Softwarization (NETSOFT), Jun 2019, Paris, France Communication dans un congrès hal-02089069v1
Trade-offs in Cache-enabled Mobile Networks Davit Harutyunyan,Abbas Bradai,Roberto Riggio CNSM, Nov 2018, Roma, Italy Communication dans un congrès hal-02906965v1
QAAV: Quality of Service-Aware Adaptive Allocation of Virtual Network Functions in Wireless Network Pham Tran Anh Quang,Kamal Deep Singh,Abbas Bradai,Abderrahim Benslimane 2018 IEEE International Conference on Communications (ICC 2018), May 2018, Kansas City, France. ⟨10.1109/ICC.2018.8422757⟩ Communication dans un congrès hal-01879646v1
A2VF: Adaptive Allocation for Virtual Network Functions in Wireless Access Networks Quang Tran Anh Pham,Abbas Bradai,Kamal Deep Singh,Roberto Riggio WoWMoM 2018 - IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, IEEE, Jun 2018, Chania, Greece. pp.1-9, ⟨10.1109/WoWMoM.2018.8449752⟩ Communication dans un congrès hal-01879649v1
A Novel Intelligent Mechanism for Monitoring in Wireless Sensor Networks Fekher Khelifi,Abbas Bradai,Med Lassaad Kaddachi,Priyanka Rawat IEEE International Conference on Consumer Electronics (ICCE 2017), Jan 2017, Las Vegas, United States Communication dans un congrès hal-01475110v1
Energy-Saving performance of an Improved DV-Hop Localization Algorithm for Wireless Sensor Networks Fekher Khelifi,Abbas Bradai,Abderrahim Benslimane,Med Lassaad Kaddachi,Mohamed Atri IEEE Globcom'17, Dec 2017, Singapore, Singapore Communication dans un congrès hal-01573209v1
Scheduling Optimization for M2M Communications in LTE-M Samir Dawaliby,Abbas Bradai,Yannis Pousset IEEE International Conference on Consumer Electronics (ICCE 2017), Jan 2017, Las Vegas, NV, United States Communication dans un congrès hal-01451237v1
In Depth Performance Evaluation of LTE-M for M2M Communications Samir Dawaliby,Abbas Bradai,Yannis Pousset The 12th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications, WiMob'16, Oct 2016, New York, United States Communication dans un congrès hal-01451229v1
SWAN: Base-band units placement over reconfigurable wireless front-hauls Abbas Bradai,Roberto Riggio,Toufik Ahmed,Davit Harutyunyan CNSM, Oct 2016, Montreal, Canada. ⟨10.1109/CNSM.2016.7818397⟩ Communication dans un congrès hal-01511619v1
Clustering in cognitive radio for multimedia streaming over wireless Sensor networks Abbas Bradai,Kamal Singh,Abderrezak Rachedi,Toufik Ahmed International Wireless Communications and Mobile Computing Conference (IWCMC), 2015, Aug 2015, Dubrovnik, Croatia. ⟨10.1109/IWCMC.2015.7289251⟩ Communication dans un congrès hal-01223810v1
Virtual network functions orchestration in wireless networks Roberto Riggio,Abbas Bradai,Tinku Rasheed,Julius Schulz-Zander,Slawomir Kuklinskiet al. CNSM 2015 11th International Conference on Network and Service Management, Nov 2015, Barcelone, Spain. pp.108-116, ⟨10.1109/CNSM.2015.7367346⟩ Communication dans un congrès hal-01292221v1
Enhancing content dissemination for ad hoc cognitive radio Abbas Bradai,Toufik Ahmed,Abderrezak Rachedi The International Wireless Communications and Mobile Computing Conference, Aug 2014, Nicosia, Cyprus. pp.x.1-x.6 Communication dans un congrès hal-01025440v1
QoE assessment for SVC streaming in ENVISION Abbas Bradai,Toufik Ahmed,Samir Medjiah IEEE 20th International Conference on Electronics, Circuits, and Systems (IEEE ICECS 2013), Dec 2013, Abu Dhabi, United Arab Emirates Communication dans un congrès hal-00960824v1
On the Optimal Scheduling in Pull-based Real-Time P2P Streaming Systems: Layered and Non-Layered Streaming Abbas Bradai,Toufik Ahmed IEEE ICC 2012, Jun 2012, Ottawa, Canada. pp.1991-1995 Communication dans un congrès hal-00875203v1
Differenciated Bandwidth Allocation in P2P Layered Streaming Abbas Bradai,Toufik Ahmed International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Sep 2012, Barcelone, Spain. pp.110-114 Communication dans un congrès hal-00875208v1

Chapitre d'ouvrage (1)

Optimizing V2X Communications for 6G: A Summary of Techniques and AI Methods Ali Belgacem,Abbas Bradai Xin-She Yang; R. Simon Sherratt; Nilanjan Dey; Amit Joshi. Proceedings of Tenth International Congress on Information and Communication Technology: ICICT 2025, London, Volume 1, 1440, Springer, pp.1-13, 2026, Lecture Notes in Networks and Systems, 978-981-96-9708-3. ⟨10.1007/978-981-96-9709-0_1⟩ Chapitre d'ouvrage hal-05360361v1

Pré-publication, Document de travail (1)

Energy Efficiency Optimization in LoRa Networks - A Deep Learning Approach Lam-Thanh Tu,Abbas Bradai,Ben Ahmed,Sahil Garg,Yannis Pousset 2020 Pré-publication, Document de travail hal-02977256v1