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
More infoarrow_right_alt
Publications
AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts
Alan COLLET, Antonio BAZCO-NOGUERAS, Albert BANCHS.
IEEE International Conference on Computer Communications. New York, United States. May 2023
DAEMON: A Network Intelligence Plane for 6G Networks
Miguel Camelo, Marco Gramaglia, Marco GRAMAGLIA, Joaquín Ballestreros, Antonio Bazco-Nogueras, Ginés García, Steven Latré, Andres Garcia-Saavedra, Marco Fiore, Antonio BAZCO-NOGUERAS, Ginés GARCÍA, Marco FIORE.
The 2nd Workshop on Architectural Evolution toward 6G Networks (6GArch). December 2022
Vector Coded Caching Multiplicatively Increases the Throughput of Realistic Downlink Systems
Hui Zhao, Antonio Bazco-Nogueras, Antonio BAZCO-NOGUERAS.
IEEE Transactions on Wireless Communications. IEEE. October 2022
Edge Gaming: a Greening Perspective
Francesco SPINELLI, Antonio BAZCO-NOGUERAS, Vincenzo MANCUSO.
Computer Communications. https://doi.org/10.1016/j.comcom.2022.05.022. Volume 192 , ISSN: 0140-3664. August 2022
Vector Coded Caching Greatly Enhances Massive MIMO
Hui Zhao, Antonio Bazco-Nogueras, Antonio BAZCO-NOGUERAS.
IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). Oulu, Finland. July 2022
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