Search Results for author: Andres Garcia-Saavedra

Found 7 papers, 1 papers with code

Fair Resource Allocation in Virtualized O-RAN Platforms

no code implementations17 Feb 2024 Fatih Aslan, George Iosifidis, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Perez

O-RAN systems and their deployment in virtualized general-purpose computing platforms (O-Cloud) constitute a paradigm shift expected to bring unprecedented performance gains.

Fairness

Risk-Aware Continuous Control with Neural Contextual Bandits

1 code implementation15 Dec 2023 Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Perez

Recent advances in learning techniques have garnered attention for their applicability to a diverse range of real-world sequential decision-making problems.

Continuous Control Decision Making +1

Indoor Millimeter Wave Localization using Multiple Self-Supervised Tiny Neural Networks

no code implementations30 Nov 2023 Anish Shastri, Andres Garcia-Saavedra, Paolo Casari

We consider the localization of a mobile millimeter-wave client in a large indoor environment using multilayer perceptron neural networks (NNs).

Designing, Building, and Characterizing RF Switch-based Reconfigurable Intelligent Surfaces

no code implementations14 Jul 2022 Marco Rossanese, Placido Mursia, Andres Garcia-Saavedra, Vincenzo Sciancalepore, Arash Asadi, Xavier Costa-Perez

In this paper, we present our experience designing, prototyping, and empirically characterizing RF Switch-based Reconfigurable Intelligent Surfaces (RIS).

ARENA: A Data-driven Radio Access Networks Analysis of Football Events

no code implementations19 Oct 2020 Lanfranco Zanzi, Vincenzo Sciancalepore, Andres Garcia-Saavedra, Xavier Costa-Perez, Georgios Agapiou, Hans D. Schotten

Mass events represent one of the most challenging scenarios for mobile networks because, although their date and time are usually known in advance, the actual demand for resources is difficult to predict due to its dependency on many different factors.

LACO: A Latency-Driven Network Slicing Orchestration in Beyond-5G Networks

no code implementations7 Sep 2020 Lanfranco Zanzi, Vincenzo Sciancalepore, Andres Garcia-Saavedra, Hans D. Schotten, Xavier Costa-Perez

Network Slicing is expected to become a game changer in the upcoming 5G networks and beyond, enlarging the telecom business ecosystem through still-unexplored vertical industry profits.

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