معرفی
Dr. Ahmed Arafa is an Associate Professor in the Department of Electrical and Computer Engineering at the University of North Carolina at Charlotte. His research focuses on Communication Theory, Information Theory, Machine Learning, and Signal Processing, with emphasis on data freshness, federated learning, and energy harvesting systems.
Education:
- Ph.D., University of Maryland, College Park, MD (2017)
- M.Sc., Nile University, Egypt (2012)
- B.Sc., Alexandria University, Egypt (2010)
Research Interests: His work spans advanced communication protocols, optimization of information freshness in networks, and secure machine learning frameworks. He has contributed to theories on energy harvesting communication systems and privacy-aware data transmission. Recent trends in his publications highlight innovations in federated learning over unreliable networks and hierarchical learning architectures under delay constraints.
Publications: His recent work explores timely status updating mechanisms, robust federated learning strategies, and multi-class information optimization. These studies address challenges in network latency, data accuracy, and distributed computing scalability.
Scientific Awards: No awards explicitly listed.
Advising & Grants: No student advisees or grant details provided in the available text. His contributions are primarily through research and publications.
Labs & Teams: No specific lab affiliations or collaborative teams explicitly mentioned.
