Abbas Bradai
Publications
Publications
Exploring Teacher-Student Learning with Multi-Agent DRL for QoS Routing in SDNICC 2025 - IEEE International Conference on Communications, Jun 2025, Montreal, Canada. pp.5933-5938, ⟨10.1109/ICC52391.2025.11161544⟩ |
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Advanced Traffic Engineering in WAN Using Graph Attention NetworksThe 20th International Conference on Wireless and Mobile Computing, Networking and Communications, Wimob 2024, Oct 2024, Paris, France |
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Differentiated QoS DDPG-based Slicing and Drone Positioning for Next Generation Networks6th 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⟩ |
A Hybrid LSTM-Autoencoder Based Approach for Network Anomaly Detection System in IoT EnvironmentsInternational Mediterranean Conference on Communications and Networking (MediCom 2024), Jul 2024, Madrid, Spain. pp. 125-130, ⟨10.1109/MeditCom61057.2024.10621202⟩ |
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Dual-Path Image Reconstruction: Bridging Vision Transformer and Perceptual Compressive Sensing Networks18th Conference on Computer Science and Intelligence Systems FedCSIS 2023, IEEE, IEEE, Sep 2023, Warsaw, Poland |
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ChatGPT backend: A comprehensive analysis2023 International Symposium on Networks, Computers and Communications (ISNCC), Oct 2023, Doha, Qatar. pp.1-6, ⟨10.1109/ISNCC58260.2023.10323792⟩ |
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Coverage Probability and Spectral Efficiency Analysis of Multi-Gateway Downlink LoRa NetworksIEEE International Conference on Communications, May 2022, Seoul, South Korea |
A New Closed-Form Expression of the Coverage Probability for Different QoS in LoRa Networks2020 IEEE International Conference on Communications (ICC 2020), Jun 2020, Dublin, Ireland. ⟨10.1109/icc40277.2020.9148720⟩ |
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Performance Evaluation of SWIPT-enabled Cellular Networks with Adaptive Modulation -A Stochastic Geometry ApproachRéseaux du futur : 5G et au-delà, Mar 2020, Paris, France |
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Blockchain-based IoT Platform for Autonomous Drone Operations ManagementThe Second Workshop on DroneCom in Conjunction with ACM MobiCom 2020, Sep 2020, London, United Kingdom |
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Multi-domain non-cooperative VNF-FG embedding: A deep reinforcement learning approachINFOCOM 2019 - IEEE International Conference on Computer Communications, Apr 2019, Paris, France. pp.1-6, ⟨10.1109/INFCOMW.2019.8845184⟩ |
Network Slicing Optimization in Large Scale LoRa Wide Area NetworksIEEE Conference on Network Softwarization (NETSOFT), Jun 2019, Paris, France |
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Trade-offs in Cache-enabled Mobile NetworksCNSM, Nov 2018, Roma, Italy |
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QAAV: Quality of Service-Aware Adaptive Allocation of Virtual Network Functions in Wireless Network2018 IEEE International Conference on Communications (ICC 2018), May 2018, Kansas City, France. ⟨10.1109/ICC.2018.8422757⟩ |
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A2VF: Adaptive Allocation for Virtual Network Functions in Wireless Access NetworksWoWMoM 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⟩ |
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A Novel Intelligent Mechanism for Monitoring in Wireless Sensor NetworksIEEE International Conference on Consumer Electronics (ICCE 2017), Jan 2017, Las Vegas, United States |
Energy-Saving performance of an Improved DV-Hop Localization Algorithm for Wireless Sensor NetworksIEEE Globcom'17, Dec 2017, Singapore, Singapore |
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Scheduling Optimization for M2M Communications in LTE-MIEEE International Conference on Consumer Electronics (ICCE 2017), Jan 2017, Las Vegas, NV, United States |
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In Depth Performance Evaluation of LTE-M for M2M CommunicationsThe 12th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications, WiMob'16, Oct 2016, New York, United States |
SWAN: Base-band units placement over reconfigurable wireless front-haulsCNSM, Oct 2016, Montreal, Canada. ⟨10.1109/CNSM.2016.7818397⟩ |
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Clustering in cognitive radio for multimedia streaming over wireless Sensor networksInternational Wireless Communications and Mobile Computing Conference (IWCMC), 2015, Aug 2015, Dubrovnik, Croatia. ⟨10.1109/IWCMC.2015.7289251⟩ |
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Virtual network functions orchestration in wireless networksCNSM 2015 11th International Conference on Network and Service Management, Nov 2015, Barcelone, Spain. pp.108-116, ⟨10.1109/CNSM.2015.7367346⟩ |
Enhancing content dissemination for ad hoc cognitive radioThe International Wireless Communications and Mobile Computing Conference, Aug 2014, Nicosia, Cyprus. pp.x.1-x.6 |
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QoE assessment for SVC streaming in ENVISIONIEEE 20th International Conference on Electronics, Circuits, and Systems (IEEE ICECS 2013), Dec 2013, Abu Dhabi, United Arab Emirates |
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On the Optimal Scheduling in Pull-based Real-Time P2P Streaming Systems: Layered and Non-Layered StreamingIEEE ICC 2012, Jun 2012, Ottawa, Canada. pp.1991-1995 |
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Differenciated Bandwidth Allocation in P2P Layered StreamingInternational Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Sep 2012, Barcelone, Spain. pp.110-114 |
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Optimizing V2X Communications for 6G: A Summary of Techniques and AI MethodsXin-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⟩ |
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Energy Efficiency Optimization in LoRa Networks - A Deep Learning Approach2020 |