IMDEA Networks
Dr. Antonio BAZCO-NOGUERAS
Post-Doc Researcher
- Affiliation: IMDEA Networks Institute
- PhD: Computer Science, Telecommunications and Electronics - Sorbonne Université. Paris, France
- MSc: Master's Degree in Telecommunications Engineering - University of Zaragoza, Spain
- BSc: Bachelor's Degree in Telecommunications Technology and Services Engineering - University of Zaragoza, Spain
- Ph.D Thesis: Fundamental limits and algorithms in decentralized and cooperative wireless networks. Link: https://www.eurecom.fr/publication/6121/download/comsys-publi-6121_1.pdf
- Ph.D director: David Gesbert
- Former position: Post-Doc Researcher at EURECOM, Sophia-Antipolis, France
- Joining date: September 2021
- Email: antonio.bazco@imdea.org
- Phone: +34 91 481 6937
Biography
I am a postdoctoral researcher at IMDEA Networks Institute, Madrid, Spain, where I joined the Opportunistic Architectures Lab and the Networks Data Science research groups in September 2021. My research is focused on embedding intelligence in the network and studying explainable and energy-efficient ML/AI solutions tailored for communications. My research interests 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, and 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 contributed to the ERC-funded project DUALITY on coded caching and distributed computing.
I have been a Visiting Scholar with the Center for Pervasive Communications and Computing (CPCC) at University of California – Irvine, and I have served as Financial Chair in the organization of the 2021 ITG Workshop on Smart Antennas. I have participated in several European and national projects and received the Master Thesis’ Award in High-Speed Broadband Mobile Communications by the College of Telecommunications Engineers of Spain in 2017.
Research projects
BRAIN
Explainable and robust AI for integration in next generation networked systems
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Publications
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. Volume 254 , Elsevier. ISSN: 13891286. December 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. 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
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
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. November 2023
Previous publications
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Wireless Coded Caching With Shared Caches Can Overcome the Near-Far Bottleneckcall_made
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ISIT 2021, IEEE International Symposium on Information Theory, July 12-20, Melbourne, Australia
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Resolving the worst-User bottleneck of coded caching: Exploiting finite file sizescall_made
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ITW 2020, IEEE International Workshop on Information Theory, April 11-15, 2021
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Rate-memory trade-off for the cache-aided MISO broadcast channel with hybrid CSITcall_made
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ITW 2020, IEEE International Workshop on Information Theory, 11-15 April 2021
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On the degrees-of-freedom of the K-user distributed broadcast channelcall_made
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IEEE Transactions on Information Theory, vol. 66, no. 9, pp. 5642-5659, Sept. 2020, doi: 10.1109/TIT.2020.2993958.
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DoF region of the decentralized MIMO broadcast channel - How many informed antennas do we need?call_made
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ISIT 2020, IEEE International Symposium on Information Theory, 21-26 June 2020
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Decentralizing multi-operator cognitive radio resource allocation: An asymptotic analysiscall_made
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ICC 2020, IEEE International Conference on Communications Workshops, 7-11 June 2020
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Distributed CSIT does not reduce the generalized DoF of the 2-user MISO broadcast channelcall_made
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IEEE Wireless Communications Letters, vol. 8, no. 3, pp. 685-688, June 2019, doi: 10.1109/LWC.2018.2883455.
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Transmission robuste de zéro-forçage asymptotiquement optimale pour coopération imparfaite de transmetteurscall_made
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GRETSI 2019, XXVIIe Colloque francophone de traitement du signal et des images, 26-29 August 2019, Lille, France
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Achieving vanishing rate loss in decentralized network MIMOcall_made
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ISIT 2019, IEEE International Symposium on Information Theory, July 7-12, Paris, France
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Méthode de transmission robuste au partage imparfait de l'information de canal entre transmetteurscall_made
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GRETSI 2017, XXVIe Colloque francophone de traitement du signal et des images, 5-8 septembre 2017, Juan-les-Pins, France
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Generalized degrees-of-freedom of the 2-user case MISO broadcast channel with distributed CSITcall_made
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ISIT 2017, IEEE International Symposium on Information Theory, June 25-30, 2017, Aachen, Germany -
Enforcing coordination in network MIMO with unequal CSITcall_made
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ASILOMAR 2016, 50th Asilomar Conference on Signals, Systems and Computers, November 6-9, 2016, Asilomar, USA