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A. H. M. Ahmed and A. Elmokashfi

Deep reinforcement learning-based control framework for radio access networks

In MobiCom '22: Proceedings of the 28th Annual International Conference on Mobile Computing And Networking. New York, NY, USA: ACM, 2022.
Proceedings, refereed
2022
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T. Dreibholz, M. Fida, A. H. M. Ahmed, A. F. Ocampo and F. I. Michelinakis

A Live Demonstration of In-Band Telemetry in OSM-Orchestrated Core Networks

In Proceedings of the 47th IEEE Conference on Local Computer Networks (LCN). Edmonton, Alberta/Canada: IEEE, 2022.
Proceedings, refereed
2022
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A. H. M. Ahmed and A. Elmokashfi

ICRAN: Intelligent Control for Self-driving RAN based on Deep Reinforcement Learning

IEEE Transactions on Network and Service Management 19, no. 3 (2022): 2751-2766.
Journal Article
2022
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J. M. Evang, A. H. M. Ahmed, A. Elmokashfi and H. Bryhni

Crosslayer Network Outage Classification Using Machine Learning

In Applied Networking Research Workshop (ANRW). ACM, 2022.
Proceedings, refereed
2022
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Background

Computer Science
University of Nottingham
September 2012
Communication Engineering
University of Khartoum
August 2010

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2022

Journal articles

A. H. M. Ahmed and A. Elmokashfi

ICRAN: Intelligent Control for Self-driving RAN based on Deep Reinforcement Learning

IEEE Transactions on Network and Service Management 19, no. 3 (2022): 2751-2766.
Status: Published

Proceedings, refereed

A. H. M. Ahmed and A. Elmokashfi

Deep reinforcement learning-based control framework for radio access networks

In MobiCom '22: Proceedings of the 28th Annual International Conference on Mobile Computing And Networking. New York, NY, USA: ACM, 2022.
Status: Published
A. H. M. Ahmed, M. Riegler, S. Hicks and A. Elmokashfi

RCAD:Real-time Collaborative Anomaly Detection System for Mobile Broadband Networks

In ACM SIGKDD Conference on Knowledge Discovery and Data Mining. ACM, 2022.
Status: Published
T. Dreibholz, M. Fida, A. H. M. Ahmed, A. F. Ocampo and F. I. Michelinakis

A Live Demonstration of In-Band Telemetry in OSM-Orchestrated Core Networks

In Proceedings of the 47th IEEE Conference on Local Computer Networks (LCN). Edmonton, Alberta/Canada: IEEE, 2022.
Status: Published
J. M. Evang, A. H. M. Ahmed, A. Elmokashfi and H. Bryhni

Crosslayer Network Outage Classification Using Machine Learning

In Applied Networking Research Workshop (ANRW). ACM, 2022.
Status: Published

Talks, contributed

T. Dreibholz, A. H. M. Ahmed, M. Fida, A. F. Ocampo and F. I. Michelinakis

Detecting Issues with In-Band Telemetry in OSM-Orchestrated Core Networks

In ETSI, Virtual. Virtual: ETSI, 2022.
Status: Published
2021

Journal articles

A. H. M. Ahmed, S. Hicks, M. Riegler and A. Elmokashfi

Predicting High Delays in Mobile Broadband Networks

IEEE Access 9 (2021): 168999-169013.
Status: Published