IMDEA Networks
Dr. Albert BANCHS
Deputy Director
- Affiliation: Universidad Carlos III de Madrid (U3CM), IMDEA Networks Institute
- PhD: Telematics Engineering - Polytechnic University of Catalonia. Barcelona, Spain
- Joining date: September 2009
- Email: albert.banchs@imdea.org
- Phone: +34 91 481 6997
Research projects
MADQuantum-CM
Main researcher
Quantum Communication in the Autonomous Region of Madrid
More infoarrow_right_altOpenQKD
Main researcher
Open European Quantum Key Distribution Testbed
More infoarrow_right_altTEST-6G
Main researcher
Scientific infrastructure for technical testing on B5G and 6G networks
More infoarrow_right_altCROWD
Main researcher
Connectivity management for eneRgy Optimised Wireless Dense networks
More infoarrow_right_alti-JOIN
Project coordinator
Interworking and JOINt Design of an Open Access and Backhaul Network Architecture for Small Cells based on Cloud Networks
More infoarrow_right_alteCOUSIN
Main researcher
enhanced COntent distribUtion with Social INformation
More infoarrow_right_altFLAVIA
Main researcher
FLexible Architecture for Virtualizable wireless future Internet Access
More infoarrow_right_altSOCAM
Main researcher
Multi-device Open Source Operating System
More infoarrow_right_altMEDIEVAL
Main researcher
MultimEDia transport for mobIlE Video AppLications
More infoarrow_right_altCollaboration Agreement for Research & Development with NEC Europe Ltd.
Main researcher
More infoarrow_right_altTEAM
Main researcher
Technologies for information and communications, Europe – east Asia Mobilities
More infoarrow_right_altWiMAX SCHEDULING OPTIMIZATION
Main researcher
More infoarrow_right_alt
Publications
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
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
Learning to Learn How to Manage Network Resources with Loss Function Meta-Learning (Accepted for publication)
Alan Collet, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
IEEE Communications Magazine. IEEE. ISSN: 1558-1896. 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