416 citations · 1.2k across the 28 of their papers we have counts for
12 papers · 1 filter
RL-Loop: Reinforcement Learning-Driven Real-Time 5G Slice Control for Connected and Autonomous Mobility Services
Lara Tarkh, Ali Chouman, Hanan Lutfiyya +1
Smart and connected mobility systems rely on 5G edge infrastructure to support real-time communication, control, and service differentiation. Achieving this requires adaptive resou…
When Intelligence Overloads Infrastructure: A Forecast Model for AI-Driven Bottlenecks
Gamal Refai-Ahmed, Mallik Tatipamula, Victor Zhirnov +2
The exponential growth of AI agents and connected devices fundamentally transforms the structure and capacity demands of global digital infrastructure. This paper introduces a unif…
Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
Wireless networks, in the fifth-generation and beyond, must support diverse network applications which will support the numerous and demanding connections of today's and tomorrow's…
Intelligent Transportation Systems' Orchestration: Lessons Learned & Potential Opportunities
Abdallah Moubayed, Abdallah Shami, Abbas Ibrahim
The growing deployment efforts of 5G networks globally has led to the acceleration of the businesses/services' digital transformation. This growth has led to the need for new commu…
Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems
Dimitrios Michael Manias, Abdallah Shami
With the incoming introduction of 5G networks and the advancement in technologies, such as Network Function Virtualization and Software Defined Networking, new and emerging network…
Cost-optimal V2X Service Placement in Distributed Cloud/Edge Environment
Abdallah Moubayed, Abdallah Shami, Parisa Heidari +2
Deploying V2X services has become a challenging task. This is mainly due to the fact that such services have strict latency requirements. To meet these requirements, one potential…