Jose A. Ayala-Romero

According to our database, Jose A. Ayala-Romero authored at least 31 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Fair Resource Allocation in Virtualized O-RAN Platforms.

Fatih Aslan, George Iosifidis, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez

Proc. ACM Meas. Anal. Comput. Syst., 2024

TelecomRAG: Taming Telecom Standards with Retrieval Augmented Generation and LLMs.

Girma M. Yilma, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez

CoRR, 2024

MemorAI: Energy-Efficient Last-Level Cache Memory Optimization for Virtualized RANs.

Ethan Sanchez Hidalgo, J. Xavier Salvat Lozano, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xi Li, Xavier Costa-Pérez

CoRR, 2024

YinYangRAN: Resource Multiplexing in GPU-Accelerated Virtualized RANs.

Leonardo Lo Schiavo, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Fiore, Xavier Costa-Pérez

Proceedings of the IEEE INFOCOM 2024, 2024

Mean-Field Multi-Agent Contextual Bandit for Energy-Efficient Resource Allocation in vRANs.

Jose A. Ayala-Romero, Leonardo Lo Schiavo, Andres Garcia-Saavedra, Xavier Costa-Pérez

Proceedings of the IEEE INFOCOM 2024, 2024

Risk-Aware Continuous Control with Neural Contextual Bandits.

Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

EdgeBOL: A Bayesian Learning Approach for the Joint Orchestration of vRANs and Mobile Edge AI.

Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Pérez Costa, George Iosifidis

IEEE/ACM Trans. Netw., December, 2023

Open Radio Access Networks (O-RAN) Experimentation Platform: Design and Datasets.

Josep Xavier Salvat, Jose A. Ayala-Romero, Lanfranco Zanzi, Andres Garcia-Saavedra, Xavier Costa-Pérez

IEEE Commun. Mag., September, 2023

Orchestrating Energy-Efficient vRANs: Bayesian Learning and Experimental Results.

Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez, George Iosifidis

IEEE Trans. Mob. Comput., May, 2023

2022

O-RAN experimental evaluation datasets.

J. Xavier Salvat Lozano, Jose A. Ayala-Romero, Lanfranco Zanzi, Andres Garcia-Saavedra, Xavier Costa-Pérez

Dataset, October, 2022

vrAIn: Deep Learning Based Orchestration for Computing and Radio Resources in vRANs.

Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Albert Banchs, Juan J. Alcaraz

IEEE Trans. Mob. Comput., 2022

ML Approach for Power Consumption Prediction in Virtualized Base Stations.

Merim Dzaferagic, Jose A. Ayala-Romero, Marco Ruffini

Proceedings of the IEEE Globecom 2022 Workshops, 2022

KRAF: A Flexible Advertising Framework using Knowledge Graph-Enriched Multi-Agent Reinforcement Learning.

Jose A. Ayala-Romero, Péter Mernyei, Bichen Shi, Diego Mazón

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

An Optimal Deployment Framework for Multi-Cloud Virtualized Radio Access Networks.

Fahri Wisnu Murti, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez, George Iosifidis

IEEE Trans. Wirel. Commun., 2021

AutoML for Video Analytics with Edge Computing.

Apostolos Galanopoulos, Jose A. Ayala-Romero, Douglas J. Leith, George Iosifidis

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Bayesian Online Learning for Energy-Aware Resource Orchestration in Virtualized RANs.

Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez, George Iosifidis

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Demonstrating a Bayesian Online Learning for Energy-Aware Resource Orchestration in vRANs.

Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez, George Iosifidis

Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

Experimental Evaluation of Power Consumption in Virtualized Base Stations.

Jose A. Ayala-Romero, Ihtisham Khalid, Andres Garcia-Saavedra, Xavier Costa-Pérez, George Iosifidis

Proceedings of the ICC 2021, 2021

EdgeBOL: automating energy-savings for mobile edge AI.

Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez, George Iosifidis

Proceedings of the CoNEXT '21: The 17th International Conference on emerging Networking EXperiments and Technologies, Virtual Event, Munich, Germany, December 7, 2021

2020

Online reinforcement learning for adaptive interference coordination.

Juan J. Alcaraz, Jose A. Ayala-Romero, Javier Vales-Alonso, Fernando Losilla-López

Trans. Emerg. Telecommun. Technol., 2020

Bayesian Online Learning for MEC Object Recognition Systems.

Apostolos Galanopoulos, Jose A. Ayala-Romero, George Iosifidis, Douglas J. Leith

Proceedings of the IEEE Global Communications Conference, 2020

2019

Online Learning for Energy Saving and Interference Coordination in HetNets.

Jose A. Ayala-Romero, Juan J. Alcaraz, Andrea Zanella, Michele Zorzi

IEEE J. Sel. Areas Commun., 2019

Demo: vrAIn Proof-of-Concept - A Deep Learning Approach for Virtualized RAN Resource Control.

Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Albert Banchs, Juan J. Alcaraz

Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

vrAIn: A Deep Learning Approach Tailoring Computing and Radio Resources in Virtualized RANs.

Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Albert Banchs, Juan J. Alcaraz

Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

2018

Data-Driven Configuration of Interference Coordination Parameters in HetNets.

Jose A. Ayala-Romero, Juan J. Alcaraz, Javier Vales-Alonso

IEEE Trans. Veh. Technol., 2018

Energy Saving and Interference Coordination in HetNets Using Dynamic Programming and CEC.

Jose A. Ayala-Romero, Juan J. Alcaraz, Javier Vales-Alonso

IEEE Access, 2018

Contextual Bandit Approach for Energy Saving and Interference Coordination in HetNets.

Jose A. Ayala-Romero, Juan J. Alcaraz, Andrea Zanella, Michele Zorzi

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

Online Optimization of Interference Coordination Parameters in Small Cell Networks.

Jose A. Ayala-Romero, Juan J. Alcaraz, Javier Vales-Alonso, Esteban Egea-López

IEEE Trans. Wirel. Commun., 2017

Online learning for interference coordination in heterogeneous networks.

Jose A. Ayala-Romero, Juan J. Alcaraz, Javier Vales-Alonso, Esteban Egea-López

Proceedings of the IEEE International Conference on Communications, 2017

2015

Response surface methodology for efficient spectrum reuse in cellular networks.

Juan J. Alcaraz, Jose A. Ayala-Romero, Mario Lopez-Martinez, Javier Vales-Alonso

Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014

Combining dual tessellation and temporal opportunities for spectrum reuse in cellular systems.

Juan J. Alcaraz, Jose A. Ayala-Romero, Mario Lopez-Martinez, Javier Vales-Alonso

Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014