Abbas Bradai

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Publications

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
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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
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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
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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
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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

Learning-based IoT Data Aggregation for Disaster Scenarios

Min Peng , Sahil Garg , Xiaoding Wang , Abbas Bradai , Hui Lin et al.

IEEE Access, 2020, pp.1-1. ⟨10.1109/ACCESS.2020.3008289⟩

Article dans une revue hal-02899121v1
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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

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

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
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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 Kaddoum et al.

IEEE Wireless Communications, 2019, 26 (4), pp.12-20. ⟨10.1109/MWC.2019.1800521⟩

Article dans une revue hal-02089050v1
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A new fuzzy logic based node localization mechanism for Wireless Sensor Networks

Saber Amri , Fekher Khelifi , Abbas Bradai , Abderrezak Rachedi , Med Lassaad Kaddachi et 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
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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
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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
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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
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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

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
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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
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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

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
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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
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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
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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
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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
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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
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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
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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
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Virtual network functions orchestration in wireless networks

Roberto Riggio , Abbas Bradai , Tinku Rasheed , Julius Schulz-Zander , Slawomir Kuklinski et 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
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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
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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
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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
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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