| 2026 | IWCMC | Distribution-Agnostic Reliability Estimation for Extreme Edge Computing via Online Learning. | Mhd Saria Allahham, Hossam S. Hassanein |
| 2024 | GLOBECOM | Reliable Federated Learning with Auction-Based Incentives at the Extreme Edge. | Mhd Saria Allahham, Salimur Choudhury, Hossam S. Hassanein |
| 2024 | GLOBECOM | Quantifying the Impact of Incentives on Service Availability at the Extreme Edge. | Sherif B. Azmy, Mhd Saria Allahham, Nizar Zorba, Hossam S. Hassanein |
| 2022 | IWCMC | RL-Assisted Energy-Aware User-Edge Association for IoT-based Hierarchical Federated Learning. | Hassan Saadat, Mhd Saria Allahham, Alaa Awad Abdellatif, Aiman Erbad, Amr Mohamed |
| 2022 | LCN | Incentive-based Resource Allocation for Mobile Edge Learning. | Mhd Saria Allahham, Amr Mohamed, Hossam S. Hassanein |
| 2021 | GLOBECOM | Energy-Efficient Device Assignment and Task Allocation in Multi-Orchestrator Mobile Edge Learning. | Mhd Saria Allahham, Sameh Sorour, Amr Mohamed, Aiman Erbad, Mohsen Guizani |
| 2021 | GLOBECOM | Patient-Driven Network Selection in multi-RAT Health Systems Using Deep Reinforcement Learning. | Heba D. M. Dawoud, Mhd Saria Allahham, Alaa Awad Abdellatif, Amr Mohamed, Aiman Erbad, Mohsen Guizani |