On the Impact of priority-based MAC Layer Scheduling in 5G V2N multi-application Scenarios. - Thomas Deinlein; Moustafa Roshdi; Tianxiang Nan; Thomas Heyn; Anatoli Djanatliev; Reinhard German (WMNC, 2021)

Deep Reinforcement Learning based Congestion Control for V2X Communication. - Moustafa Roshdi; Shubhangi Bhadauria; Khaled Hassan; Georg Fischer 001 (PIMRC, 2021)

Performance Analysis of Integrated 5G-NR Terrestrial and Non-Terrestrial Networks Using System Level Simulations. - Moustafa Roshdi; Samhita Roy; Sahana Raghunandan; Thomas Heyn (6GNet, 2024)

QoS-DRAMA: Quality of Service Aware Drl-Based Adaptive Mid-Level Resource Allocation Scheme. - Ethan Swistak; Moustafa Roshdi; Reinhard German; Mehdi Harounabadi (INFOCOM (Workshops), 2024)