IMDEA Networks
Ghina AL ATAT
PhD Student
- Affiliation: IMDEA Networks Institute, Universidad Carlos III de Madrid (UC3M)
- BSc: Physics - American University of Beirut (AUB). Beirut, Lebanon
- MSc: Computational Science - AUB. Beirut, Lebanon
- MSc Thesis: Double Sided Platforms with Stochastic Supply and Demand
- Former position: Research Assistant at Suliman S. Olayan School of Business, AUB, Beirut, Lebanon. Teaching Assistant at Physics Department, AUB, Beirut, Lebanon.
- Joining date: August 2022
- Email: ghina.alatatnetworks.imdea.org
- Phone: +34 91 481 7333
Publications
A Hierarchical Framework for Fair and Efficient Distributed Inference at the Edge (Poster)
Michele Simeone, Ghina Al Atat, Marco Ajmone Marsan, Vincenzo Mancuso
Mediterranean Artificial Intelligence and Networking. Palermo, Italy. July 2026
A Hierarchical Framework for Distributed Inference at the Edge (Poster)
Michele Simeone, Ghina Al Atat, Marco Ajmone Marsan, Vincenzo Mancuso
Winter School on AI for 6G Communications. Gran Canaria, Spain. January 2026
Regret Bounds for Online Learning for Hierarchical Inference
Ghina Al Atat, Puranjay Datta, Sharayu Moharir, Jaya Prakash Champati
ACM Symposium on Mobile Ad Hoc Networking and Computing. Athens, Greece. October 2024
The Case for Hierarchical Deep Learning Inference at the Network Edge
Ghina Al Atat, Andrea Fresa, Adarsh Prasad Behera, Vishnu Narayanan Moothedath, James Gross, Jaya Prakash Champati
NetAISys '23: Proceedings of the 1st International Workshop on Networked AI Systems. Helsinki, Finland. June 2023