Predicting High Delays in Mobile Broadband Networks. - Azza H. Ahmed; Steven Hicks; Michael Alexander Riegler; Ahmed Elmokashfi (IEEE Access, 2021)

Crosslayer network outage classification using machine learning. - Jan Marius Evang; Azza H. Ahmed; Ahmed Elmokashfi; Haakon Bryhni (ANRW, 2022)

RCAD: Real-time Collaborative Anomaly Detection System for Mobile Broadband Networks. - Azza H. Ahmed; Michael A. Riegler; Steven Alexander Hicks; Ahmed Elmokashfi (KDD, 2022)

A Live Demonstration of In-Band Telemetry in OSM-Orchestrated Core Networks. - Thomas Dreibholz; Mah-Rukh Fida; Azza H. Ahmed; Andrés F. Ocampo; Foivos Michelinakis (LCN, 2022)

Deep reinforcement learning-based control framework for radio access networks. - Azza H. Ahmed; Ahmed Elmokashfi (MobiCom, 2022)

ICRAN: Intelligent Control for Self-Driving RAN Based on Deep Reinforcement Learning. - Azza H. Ahmed; Ahmed Elmokashfi (IEEE Trans. Netw. Serv. Manag., 2022)

Brain-Inspired Real Time Anomaly Detection System for Mobile Networks. - Azza H. Ahmed; Michael Alexander Riegler (ICC Workshops, 2024)

An Intent-based Networks Framework based on Large Language Models. - Ahlam Fuad; Azza H. Ahmed; Michael A. Riegler; Tarik Cicic (NetSoft, 2024)

Bottleneck Identification in Cloudified Mobile Networks Based on Distributed Telemetry. - Mah-Rukh Fida; Azza H. Ahmed; Thomas Dreibholz; Andrés F. Ocampo; Ahmed Elmokashfi; Foivos Michelinakis (IEEE Trans. Mob. Comput., 2024)

IoTShield: Defending IoT Systems Against Prevalent Attacks Using Programmable Networks. - Mah-Rukh Fida; Azza H. Ahmed; Ameer Shakayb Arsalaan (IEEE Access, 2025)