Sawsan Abdul Rahman

According to our database, Sawsan Abdul Rahman authored at least 11 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

CRAS-FL: Clustered resource-aware scheme for federated learning in vehicular networks.

Sawsan AbdulRahman, Ouns Bouachir, Safa Otoum, Azzam Mourad

Veh. Commun., 2024

2023

Management of Digital Twin-Driven IoT Using Federated Learning.

Sawsan AbdulRahman, Safa Otoum, Ouns Bouachir, Azzam Mourad

IEEE J. Sel. Areas Commun., November, 2023

Adaptive Upgrade of Client Resources for Improving the Quality of Federated Learning Model.

Sawsan Abdul Rahman, Hakima Ould-Slimane, Rasel Chowdhury, Azzam Mourad, Chamseddine Talhi, Mohsen Guizani

IEEE Internet Things J., March, 2023

Towards Boosting Federated Learning Convergence: A Computation Offloading & Clustering Approach.

Sawsan Abdul Rahman, Ouns Bouachir, Safa Otoum, Azzam Mourad

Proceedings of the IEEE International Conference on Communications, 2023

Overcoming Resource Bottlenecks in Vehicular Federated Learning: A Cluster-Based and QoS-Aware Approach.

Sawsan AbdulRahman, Ouns Bouachir, Safa Otoum, Azzam Mourad

Proceedings of the IEEE Global Communications Conference, 2023

2021

A Survey on Federated Learning: The Journey From Centralized to Distributed On-Site Learning and Beyond.

Sawsan Abdul Rahman, Hanine Tout, Hakima Ould-Slimane, Azzam Mourad, Chamseddine Talhi, Mohsen Guizani

IEEE Internet Things J., 2021

FedMCCS: Multicriteria Client Selection Model for Optimal IoT Federated Learning.

Sawsan Abdul Rahman, Hanine Tout, Azzam Mourad, Chamseddine Talhi

IEEE Internet Things J., 2021

2020

Internet of Things intrusion Detection: Centralized, On-Device, or Federated Learning?

Sawsan Abdul Rahman, Hanine Tout, Chamseddine Talhi, Azzam Mourad

IEEE Netw., 2020

2019

An Infrastructure-Assisted Crowdsensing Approach for On-Demand Traffic Condition Estimation.

Sawsan Abdul Rahman, Azzam Mourad, May El Barachi

IEEE Access, 2019

2018

A novel on-demand vehicular sensing framework for traffic condition monitoring.

Sawsan Abdul Rahman, Azzam Mourad, May El Barachi, Wael Al Orabi

Veh. Commun., 2018

2016

Towards on Demand Road Condition Monitoring Using Mobile Phone Sensing as a Service.

Wael AlRahal AlOrabi, Sawsan Abdul Rahman, May El Barachi, Azzam Mourad

Proceedings of the 7th International Conference on Ambient Systems, 2016