Search Results for author: Jose A. Ayala-Romero

Found 3 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

ML Approach for Power Consumption Prediction in Virtualized Base Stations

no code implementations13 Jan 2023 Merim Dzaferagic, Jose A. Ayala-Romero, Marco Ruffini

The flexibility introduced with the Open Radio Access Network (O-RAN) architecture allows us to think beyond static configurations in all parts of the network.

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