IMDEA Networks
Dr. Antonio BAZCO-NOGUERAS
Investigador Postdoc
- Afiliación: IMDEA Networks Institute
- PhD: Informática, Telecomunicaciones y Electrónica - Sorbonne Université. París, Francia
- MSc: Máster en Ingenería de Telecomunicación - Universidad de Zaragoza, España
- BSc: Grado en Tecnologías y Servicios de Telecomunicación - Universidad de Zaragoza, España
- Tesis Doctoral: Fundamental limits and algorithms in decentralized and cooperative wireless networks. Link: https://www.eurecom.fr/publication/6121/download/comsys-publi-6121_1.pdf
- Director de Tesis: David Gesbert
- Puesto anterior: Investigador Postdoctoral en EURECOM, Sophia-Antipolis, Francia
- Fecha de incorporación: Septiembre 2021
- Email: antonio.bazcoimdea.org
- Tel: +34 91 481 6937
Biografía
I am a postdoctoral Communication networks and AI researcher and «Talent Attraction» fellow at IMDEA Networks Institute (Madrid, Spain). I joined the Opportunistic Architectures Lab and the Networks Data Science research groups in September 2021. As Communication networks and AI researcher, my research is focused on embedding intelligence in the network and studying explainable and energy-efficient ML/AI solutions tailored for communications. Additionally, my research interests also include distributed systems, information theory, Artificial Intelligence, and probability theory.
I received my B.Sc. and M.Sc. in Telecommunications Engineering from University of Zaragoza, Spain, in 2014 and 2016, respectively. Subsequently, I obtained a Ph.D. degree in Telecommunications from Sorbonne Université in 2019. From 2016 to 2019, I was a predoctoral researcher at Mitsubishi Electric R&D Centre Europe (Rennes, France). Before joining IMDEA, I was a postdoctoral researcher at EURECOM (Sophia-Antipolis, France), where I focused on coded caching and distributed computing.
Furthermore, I have been a Visiting Scholar at the University of California–Irvine, and My academic service includes membership in several Technical Program Committees (INFOCOM’25 and ’26, WiOpt’22 and ’24, ACM IMC’24, CCGRID’25, IEEE VCC’23 and ’24, among others), along with roles on the Organizing Committees of major conferences (ACM IMC’24, IEEE SECON’23, PAM’23, WiOpt’23, VDE-ITG WSA’21). Moreover, my research contributions span multiple European and national projects (DAMON, ERC DUALITY, ERC PERFUME, TAPIR-CM, AEON-CPS, PROMIN, among others). Finally, recent recognition includes the DataBri-X Datathon first prize in 2025 and the Master Thesis Award in High-Speed Broadband Mobile Communications by the College of Telecommunications Engineers of Spain in 2017.
Proyectos de investigación
BRAIN
IA explicable y robusta para su integración en sistemas de red de próxima generación
Más informaciónarrow_right_alt
Publicaciones
Designing the Network Intelligence Stratum for 6G Networks
Paola Soto, Miguel Camelo, Ginés García-Avilés, Esteban Municio, Marco Gramaglia, Evangelos Kosmatos, Nina Slamnik-Kriještorac, Danny De Vleeschauwer, Antonio Bazco-Nogueras, Lidia Fuentes, Joaquin Ballesteros, Andra Lutu, Luca Cominardi, Ivan Paez, Sergi Alcalá-Marín, Livia Elena Chatzieleftheriou, Andres Garcia-Saavedra, Marco Fiore
Computer Networks. 10.1016/j.comnet.2024.110780. Volumen 254 , Elsevier. ISSN: 13891286. Diciembre 2024
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. Noviembre 2024
Clearing Clouds from the Horizon: Latency Characterization of Public Cloud Service Platforms (Invited Paper)
Rita Ingabire, Antonio Bazco-Nogueras, Vincenzo Mancuso, Luis M. Contreras, Luis M.contreras, Jesus Folgueira
International Conference on Computer Communications and Networks. Big Island, Hawaii, USA. Julio 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. Volumen 21 , IEEE. ISSN: 1932-4537. Junio 2024
Hacia una red 5G/6G con inteligencia nativa: oportunidades e integración en los nuevos desarrollos de redes móviles (Keynote)
Antonio Bazco-Nogueras
III Jornada 5G. Escuela Politécnica de Ingeniería de Gijón, Universidad de Oviedo. Noviembre 2023
Publicaciones previas
-
Wireless Coded Caching With Shared Caches Can Overcome the Near-Far Bottleneckcall_made
.
ISIT 2021, IEEE International Symposium on Information Theory, July 12-20, Melbourne, Australia (online)
-
Resolving the worst-User bottleneck of coded caching: Exploiting finite file sizescall_made
.
ITW 2020, IEEE International Workshop on Information Theory, April 11-15, 2021
-
Rate-memory trade-off for the cache-aided MISO broadcast channel with hybrid CSITcall_made
.
ITW 2020, IEEE International Workshop on Information Theory, 11-15 April 2021
-
On the degrees-of-freedom of the K-user distributed broadcast channelcall_made
.
IEEE Transactions on Information Theory, vol. 66, no. 9, pp. 5642-5659, Sept. 2020, doi: 10.1109/TIT.2020.2993958.
-
DoF region of the decentralized MIMO broadcast channel - How many informed antennas do we need?call_made
.
ISIT 2020, IEEE International Symposium on Information Theory, 21-26 June 2020
-
Decentralizing multi-operator cognitive radio resource allocation: An asymptotic analysiscall_made
.
ICC 2020, IEEE International Conference on Communications Workshops, 7-11 June 2020
-
Distributed CSIT does not reduce the generalized DoF of the 2-user MISO broadcast channelcall_made
.
IEEE Wireless Communications Letters, vol. 8, no. 3, pp. 685-688, June 2019, doi: 10.1109/LWC.2018.2883455.
-
Transmission robuste de zéro-forçage asymptotiquement optimale pour coopération imparfaite de transmetteurscall_made
.
GRETSI 2019, XXVIIe Colloque francophone de traitement du signal et des images, 26-29 August 2019, Lille, France
-
Achieving vanishing rate loss in decentralized network MIMOcall_made
.
ISIT 2019, IEEE International Symposium on Information Theory, July 7-12, Paris, France
-
Méthode de transmission robuste au partage imparfait de l'information de canal entre transmetteurscall_made
.
GRETSI 2017, XXVIe Colloque francophone de traitement du signal et des images, 5-8 septembre 2017, Juan-les-Pins, France
-
Generalized degrees-of-freedom of the 2-user case MISO broadcast channel with distributed CSITcall_made
.
ISIT 2017, IEEE International Symposium on Information Theory, June 25-30, 2017, Aachen, Germany -
Enforcing coordination in network MIMO with unequal CSITcall_made
.
ASILOMAR 2016, 50th Asilomar Conference on Signals, Systems and Computers, November 6-9, 2016, Asilomar, USA