Azza H. Ahmed

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Reinforcement Learning

Anomaly Detection

Mobile Networks

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Mah-Rukh Fida, Azza H. Ahmed, Thomas Dreibholz, Andrés F. Ocampo, Ahmed Elmokashfi, Foivos Michelinakis
Bottleneck Identification in Cloudified Mobile Networks Based on Distributed Telemetry. IEEE Trans. Mob. Comput. 23 (5) (2024)
Ahlam Fuad, Azza H. Ahmed, Michael A. Riegler, Tarik Cicic
An Intent-based Networks Framework based on Large Language Models. NetSoft (2024)
Azza H. Ahmed, Michael Alexander Riegler
Brain-Inspired Real Time Anomaly Detection System for Mobile Networks. ICC Workshops (2024)
Azza H. Ahmed, Ahmed Elmokashfi
ICRAN: Intelligent Control for Self-Driving RAN Based on Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Jan Marius Evang, Azza H. Ahmed, Ahmed Elmokashfi, Haakon Bryhni
Crosslayer network outage classification using machine learning. ANRW (2022)
Azza H. Ahmed, Ahmed Elmokashfi
Deep reinforcement learning-based control framework for radio access networks. MobiCom (2022)
Thomas Dreibholz, Mah-Rukh Fida, Azza H. Ahmed, Andrés F. Ocampo, Foivos Michelinakis
A Live Demonstration of In-Band Telemetry in OSM-Orchestrated Core Networks. LCN (2022)
Jan Marius Evang, Azza H. Ahmed, Ahmed Elmokashfi, Haakon Bryhni
Crosslayer network outage classification using machine learning. ANRW@SIGCOMM (2022)
Azza H. Ahmed, Michael A. Riegler, Steven Alexander Hicks, Ahmed Elmokashfi
RCAD: Real-time Collaborative Anomaly Detection System for Mobile Broadband Networks. KDD (2022)
Azza H. Ahmed, Steven Hicks, Michael Alexander Riegler, Ahmed Elmokashfi
Predicting High Delays in Mobile Broadband Networks. IEEE Access 9 (2021)