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
Offloading Augmented Reality Tasks with Smart Energy Source-Aware Algorithms at the Edge
Francesco Spinelli, Antonio Bazco-Nogueras, Vincenzo Mancuso
ACM/IEEE International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems. Montreal, Canada. October 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
AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts
Alan Collet, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
IEEE International Conference on Computer Communications. New York, United States. May 2023
DAEMON: A Network Intelligence Plane for 6G Networks
Miguel Camelo, Marco Gramaglia, Paola Soto, Lidia Fuentes, Joaquín Ballestreros, Antonio Bazco-Nogueras, Ginés García, Steven Latré, Andres Garcia-Saavedra, 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, Petros Elia
IEEE Transactions on Wireless Communications. IEEE. October 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