Abbas Bradai

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 48

Top Topics

Reinforcement Learning

Wireless Sensor Networks

Video Streaming

Cognitive Radio

Top Venues

Publications

Lyna Touileb, Kaouthar Zekri, Abbas Bradai, Yannis Pousset, Jean-Charles Point
A Hybrid LSTM-Autoencoder Based Approach for Network Anomaly Detection System in IoT Environments. MeditCom (2024)
Yassamine Lala Bouali, Olfa Ben Ahmed, Smaine Mazouzi, Abbas Bradai
Towards Efficient Driver Distraction Detection with DARTS-Optimized Lightweight Models. ICAART (1) (2024)
Ghoshana Bista, Abbas Bradai, Emmanuel Moulay
Differentiated QoS DDPG-based Slicing and Drone Positioning for Next Generation Networks. DCOSS-IoT (2024)
Mazene Ameur, Abbas Bradai, Nasreddine Lagraa
Distributed Teacher-Student Framework for QoS Routing in SDN. GLOBECOM (Workshops) (2023)
Bentolhoda Kazemzadeh, Ryan E. Janzen, Hamid Meghdadi, Vahid Meghdadi, Abbas Bradai
Modeling of Noise due to a Plasma-Based Contactless Power Transmission System for Ultra-High-Speed Transportation. UNet (2023)
Awaneesh Kumar Yadav, Pradumn Kumar Pandey, Kuljeet Kaur, Satinder Singh, Abbas Bradai
PSLP-5G: A Provably Secure and Lightweight Protocol for 5G Communication. ICC (2023)
Ali Belgacem, Abbas Bradai, Kadda Beghdad Bey
ChatGPT backend: A comprehensive analysis. ISNCC (2023)
Zakaria Bairi, Kadda Beghdad Bey, Olfa Ben Ahmed, Abdenour Amamra, Abbas Bradai
Dual-Path Image Reconstruction: Bridging Vision Transformer and Perceptual Compressive Sensing Networks. FedCSIS (2023)
Bentolhoda Kazemzadeh, Ryan E. Janzen, Vahid Meghdadi, Hamid Meghdadi, Abbas Bradai
Enhancing Channel Estimation in High Mobility OTFS Systems: A Novel Pilot-Based Method Exploiting Doppler Axis Diversity in a TransPod Transportation System. GLOBECOM (2023)
Zakaria Bairi, Olfa Ben Ahmed, Abdenour Amamra, Abbas Bradai, Kadda Beghdad Bey
PSCS-Net: Perception Optimized Image Reconstruction Network for Autonomous Driving Systems. IEEE Trans. Intell. Transp. Syst. 24 (2) (2023)
Lam-Thanh Tu, Abbas Bradai, Olfa Ben Ahmed, Sahil Garg, Yannis Pousset, Georges Kaddoum
Energy Efficiency Optimization in LoRa Networks - A Deep Learning Approach. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Lam-Thanh Tu, Abbas Bradai, Yannis Pousset, Alexis I. Aravanis
On the Spectral Efficiency of LoRa Networks: Performance Analysis, Trends and Optimal Points of Operation. IEEE Trans. Commun. 70 (4) (2022)
Abdelkader Mekrache, Abbas Bradai, Emmanuel Moulay, Samir Dawaliby
Deep reinforcement learning techniques for vehicular networks: Recent advances and future trends towards 6G. Veh. Commun. 33 (2022)
Amine Tellache, Abdelkader Mekrache, Abbas Bradai, Ryma Boussaha, Yannis Pousset
Deep Reinforcement Learning based Resource Allocation in Dense Sliced LoRaWAN Networks. ICCE (2022)
Lam-Thanh Tu, Abbas Bradai, Yannis Pousset
Coverage Probability and Spectral Efficiency Analysis of Multi-Gateway Downlink LoRa Networks. CoRR (2022)
Lam-Thanh Tu, Abbas Bradai, Yannis Pousset
Coverage Probability and Spectral Efficiency Analysis of Multi-Gateway Downlink LoRa Networks. ICC (2022)
Lam-Thanh Tu, Abbas Bradai, Yannis Pousset, Alexis I. Aravanis
Energy Efficiency Analysis of LoRa Networks. IEEE Wirel. Commun. Lett. 10 (9) (2021)
Samir Dawaliby, Abbas Bradai, Yannis Pousset
Joint slice-based spreading factor and transmission power optimization in LoRa smart city networks. Internet Things 14 (2021)
Seifeddine Messaoud, Abbas Bradai, Olfa Ben Ahmed, Pham Tran Anh Quang, Mohamed Atri, M. Shamim Hossain
Deep Federated Q-Learning-Based Network Slicing for Industrial IoT. IEEE Trans. Ind. Informatics 17 (8) (2021)
Seifeddine Messaoud, Samir Dawaliby, Abbas Bradai, Mohamed Atri
In-Depth Performance Evaluation of Network Slicing Strategies in Large Scale Industry 4.0. SSD (2021)
Abbas Bradai, Mubashir Husain Rehmani, Israat Haque, Michele Nogueira, Syed Hashim Raza Bukhari
Software-Defined Networking (SDN) and Network Function Virtualization (NFV) for a Hyperconnected World: Challenges, Applications, and Major Advancements. J. Netw. Syst. Manag. 28 (3) (2020)
Min Peng, Sahil Garg, Xiaoding Wang, Abbas Bradai, Hui Lin, M. Shamim Hossain
Learning-Based IoT Data Aggregation for Disaster Scenarios. IEEE Access 8 (2020)
Seifeddine Messaoud, Abbas Bradai, Emmanuel Moulay
Online GMM Clustering and Mini-Batch Gradient Descent Based Optimization for Industrial IoT 4.0. IEEE Trans. Ind. Informatics 16 (2) (2020)
Samir Dawaliby, Arezki Aberkane, Abbas Bradai
Blockchain-based IoT platform for autonomous drone operations management. DroneCom@MOBICOM (2020)
Seifeddine Messaoud, Abbas Bradai, Syed Hashim Raza Bukhari, Pham Tran Anh Quang, Olfa Ben Ahmed, Mohamed Atri
A survey on machine learning in Internet of Things: Algorithms, strategies, and applications. Internet Things 12 (2020)
Seifeddine Messaoud, Abbas Bradai, Mohamed Atri
Distributed Q-learning based-Decentralized Resource Allocation for Future Wireless Networks. SSD (2020)
Lam-Thanh Tu, Abbas Bradai, Yannis Pousset
A New Closed-Form Expression of the Coverage Probability for Different QoS in LoRa Networks. ICC (2020)
Samir Dawaliby, Abbas Bradai, Yannis Pousset
Distributed Network Slicing in Large Scale IoT Based on Coalitional Multi-Game Theory. IEEE Trans. Netw. Serv. Manag. 16 (4) (2019)
Saber Amri, Fekher Khelifi, Abbas Bradai, Abderrezak Rachedi, Med Lassaad Kaddachi, Mohamed Atri
A new fuzzy logic based node localization mechanism for Wireless Sensor Networks. Future Gener. Comput. Syst. 93 (2019)
Pham Tran Anh Quang, Abbas Bradai, Kamal Deep Singh, Gauthier Picard, Roberto Riggio
Single and Multi-Domain Adaptive Allocation Algorithms for VNF Forwarding Graph Embedding. IEEE Trans. Netw. Serv. Manag. 16 (1) (2019)
Samir Dawaliby, Abbas Bradai, Yannis Pousset
Network Slicing Optimization in Large Scale LoRa Wide Area Networks. NetSoft (2019)
Sahil Garg, Kuljeet Kaur, Syed Hassan Ahmed, Abbas Bradai, Georges Kaddoum, Mohammed Atiquzzaman
MobQoS: Mobility-Aware and QoS-Driven SDN Framework for Autonomous Vehicles. IEEE Wirel. Commun. 26 (4) (2019)
Samir Dawaliby, Abbas Bradai, Yannis Pousset, Christian Chatellier
Joint Energy and QoS-Aware Memetic-Based Scheduling for M2M Communications in LTE-M. IEEE Trans. Emerg. Top. Comput. Intell. 3 (3) (2019)
Samir Dawaliby, Abbas Bradai, Yannis Pousset
Adaptive dynamic network slicing in LoRa networks. Future Gener. Comput. Syst. 98 (2019)
Pham Tran Anh Quang, Abbas Bradai, Kamal Deep Singh, Yassine Hadjadj Aoul
Multi-domain non-cooperative VNF-FG embedding: A deep reinforcement learning approach. INFOCOM Workshops (2019)
Fekher Khelifi, Abbas Bradai, Abderrahim Benslimane, Priyanka Rawat, Mohamed Atri
A Survey of Localization Systems in Internet of Things. Mob. Networks Appl. 24 (3) (2019)
Samir Dawaliby, Abbas Bradai, Yannis Pousset, Roberto Riggio
Dynamic Network Slicing for LoRaWAN. CNSM (2018)
Pham Tran Anh Quang, Abbas Bradai, Kamal Deep Singh, Roberto Riggio
VF: Adaptive Allocation for Virtual Network Functions in Wireless Access Networks. WOWMOM (2018)
Fekher Khelifi, Abbas Bradai, Kamal Singh, Mohamed Atri
Localization and Energy-Efficient Data Routing for Unmanned Aerial Vehicles: Fuzzy-Logic-Based Approach. IEEE Commun. Mag. 56 (4) (2018)
Davit Harutyunyan, Abbas Bradai, Roberto Riggio
Trade-offs in Cache-enabled Mobile Networks. CNSM (2018)
Fekher Khelifi, Abbas Bradai, Med Lassaad Kaddachi, Priyanka Rawat
Design and experimental implementation of monitoring system in wireless sensor networks. IET Wirel. Sens. Syst. 8 (6) (2018)
Pham Tran Anh Quang, Kamal Deep Singh, Abbas Bradai, Abderrahim Benslimane
QAAV: Quality of Service-Aware Adaptive Allocation of Virtual Network Functions in Wireless Network. ICC (2018)
Fekher Khelifi, Abbas Bradai, Med Lassaad Kaddachi, Priyanka Rawat
A novel intelligent mechanism for monitoring in wireless sensor networks. ICCE (2017)
Fekher Khelifi, Abbas Bradai, Abderrahim Benslimane, Med Lassaad Kaddachi, Mohamed Atri
Energy-Saving Performance of an Improved DV-Hop Localization Algorithm for Wireless Sensor Networks. GLOBECOM (2017)
Samir Dawaliby, Abbas Bradai, Yannis Pousset
Scheduling optimization for M2M communications in LTE-M. ICCE (2017)
Roberto Riggio, Davit Harutyunyan, Abbas Bradai, Slawomir Kuklinski, Toufik Ahmed
SWAN: Base-band units placement over reconfigurable wireless front-hauls. CNSM (2016)
Roberto Riggio, Abbas Bradai, Davit Harutyunyan, Tinku Rasheed, Toufik Ahmed
Scheduling Wireless Virtual Networks Functions. IEEE Trans. Netw. Serv. Manag. 13 (2) (2016)
Samir Dawaliby, Abbas Bradai, Yannis Pousset
In depth performance evaluation of LTE-M for M2M communications. WiMob (2016)
Roberto Riggio, Julius Schulz-Zander, Abbas Bradai
Virtual Network Function Orchestration with Scylla. SIGCOMM (2015)
Abbas Bradai, Kamal Deep Singh, Abderrezak Rachedi, Toufik Ahmed
Clustering in cognitive radio for multimedia streaming over wireless Sensor networks. IWCMC (2015)
Abbas Bradai, Kamal Deep Singh, Toufik Ahmed, Tinku Rasheed
Cellular software defined networking: a framework. IEEE Commun. Mag. 53 (6-Supplement) (2015)
Abbas Bradai, Kamal Deep Singh, Abderrezak Rachedi, Toufik Ahmed
EMCOS: Energy-efficient Mechanism for Multimedia Streaming over Cognitive Radio Sensor Networks. Pervasive Mob. Comput. 22 (2015)
Abbas Bradai, Abderrahim Benslimane, Kamal Deep Singh
Dynamic anchor points selection for mobility management in Software Defined Networks. J. Netw. Comput. Appl. 57 (2015)
Julius Schulz-Zander, Abbas Bradai, Roberto Riggio
Virtual Network Function Orchestration with Scylla. Computer Communication Review (2015)
Roberto Riggio, Abbas Bradai, Tinku Rasheed, Julius Schulz-Zander, Slawomir Kuklinski, Toufik Ahmed
Virtual network functions orchestration in wireless networks. CNSM (2015)
Abbas Bradai, Toufik Ahmed
ReViV: Selective Rebroadcast Mechanism for Video Streaming over VANET. VTC Spring (2014)
Abbas Bradai, Toufik Ahmed, Samir Medjiah
QoE assessment for SVC streaming in ENVISION. CoRR (2014)
Abbas Bradai, Ubaid Abbasi, Raul Landa, Toufik Ahmed
An efficient playout smoothing mechanism for layered streaming in P2P networks. Peer-to-Peer Netw. Appl. 7 (2) (2014)
Abbas Bradai, Toufik Ahmed, Abderrezak Rachedi
Enhancing content dissemination for ad hoc cognitive radio. IWCMC (2014)
Abbas Bradai, Toufik Ahmed, Raouf Boutaba, Reaz Ahmed
Efficient content delivery scheme for layered video streaming in large-scale networks. J. Netw. Comput. Appl. 45 (2014)
Abbas Bradai, Ubaid Abbasi, Raul Landa, Toufik Ahmed
An efficient playout smoothing mechanism for layered streaming in P2P networks. CoRR (2014)
Abbas Bradai, Toufik Ahmed, Abderrahim Benslimane
ViCoV: Efficient video streaming for cognitive radio VANET. Veh. Commun. 1 (3) (2014)
Abbas Bradai, Toufik Ahmed
Differenciated Bandwidth Allocation in P2P Layered Streaming. CoRR (2014)
Abbas Bradai, Toufik Ahmed
On the Optimal Scheduling in Pull-based Real-Time P2P Streaming Systems: Layered and Non-Layered Streaming. CoRR (2013)
Abbas Bradai, Toufik Ahmed, Samir Medjiah
QoE assessment for SVC live distribution and adaptation: ENVISION case study. ICECS (2013)
Abbas Bradai, Toufik Ahmed
On the optimal scheduling in pull-based real-time P2P streaming systems: Layered and non-layered streaming. ICC (2012)
Abbas Bradai, Toufik Ahmed
Differenciated bandwidth allocation in P2P layered streaming. CAMAD (2012)
Abbas Bradai, Toufik Ahmed
An efficient algorithm for selection and management of Island multicast. CCNC (2011)