IMDEA Networks
Publications
Learning to Learn How to Manage Network Resources with Loss Function Meta-Learning
Alan Collet, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
IEEE Communications Magazine. IEEE. ISSN: 1558-1896. November 2024
CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing
Leonardo Lo Schiavo, Ginés García-Avilés, Andres Garcia-Saavedra, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
10.1145/3636534.3649381. ACM International Conference on Mobile Computing and Networking. Washington, D.C., USA. October 2024
An Intelligent Data-enabled Mobile Network Architecture
Arturo Azcorra, Albert Banchs, Nikolaos Laoutaris, Joerg Widmer
Springer. September 2024
Unleashing Flexibility and Interoperability in QKD Networks: The Power of Softwarized Architectures
Blanca López, Iván Vidal, Francisco Valera, Diego R. López, Antonio Pastor
International Conference on Quantum Communications, Networking, and Computing. Kanazawa, Japan. July 2024
Explainable and Transferable Loss Meta-Learning for Zero-Touch Anticipatory Network Management
Alan Collet, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
IEEE Transactions on Network and Service Management. 10.1109/TNSM.2024.3377442. Volume 21 , IEEE. ISSN: 1932-4537. June 2024
Online advertisement in a pink-colored market
Rubén Cuevas, Ángel Cuevas, Amir Mehrjoo
EPJ Data Science. Springer Berlin Heidelberg. May 2024
Service for Deploying Digital Twins of QKD Networks
Raul Martin, Blanca López, Iván Vidal, Francisco Valera, Borja Nogales
MDPI. Applied Sciences. 10.3390/app14031018. January 2024
ATHENA: Machine Learning and Reasoning for Radio Resources Scheduling in vRAN systems
Nikolaos Apostolakis, Marco Gramaglia, Livia Elena Chatzieleftheriou, Tejas Subramanya, Albert Banchs, Henning Sanneck
IEEE Journal on Selected Areas in Communications. 10.1109/JSAC.2023.3336155. November 2023
kaNSaaS: Combining Deep Learning and Optimization for Practical Overbooking of Network Slices
Sergi Alcalá-Marín, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. Washington D.C, USA. October 2023
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