Jose A. Ayala-Romero

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 32

Top Topics

Cellular Networks

Online Learning

Sealed Bid Auctions

Top Venues

IEEE Trans. Mob. Comput.

Publications

Jose A. Ayala-Romero, Leonardo Lo Schiavo, Andres Garcia-Saavedra, Xavier Costa-Pérez
Mean-Field Multi-Agent Contextual Bandit for Energy-Efficient Resource Allocation in vRANs. INFOCOM (2024)
Leonardo Lo Schiavo, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Fiore, Xavier Costa-Pérez
YinYangRAN: Resource Multiplexing in GPU-Accelerated Virtualized RANs. INFOCOM (2024)
Fatih Aslan, George Iosifidis, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez
Fair Resource Allocation in Virtualized O-RAN Platforms. Proc. ACM Meas. Anal. Comput. Syst. 8 (1) (2024)
Fatih Aslan, George Iosifidis, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez
Fair Resource Allocation in Virtualized O-RAN Platforms. CoRR (2024)
Girma M. Yilma, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez
TelecomRAG: Taming Telecom Standards with Retrieval Augmented Generation and LLMs. CoRR (2024)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez
Risk-Aware Continuous Control with Neural Contextual Bandits. AAAI (2024)
Fatih Aslan, George Iosifidis, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez
Fair Resource Allocation in Virtualized O-RAN Platforms. SIGMETRICS/Performance (Abstracts) (2024)
Ethan Sanchez Hidalgo, J. Xavier Salvat Lozano, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xi Li, Xavier Costa-Pérez
MemorAI: Energy-Efficient Last-Level Cache Memory Optimization for Virtualized RANs. CoRR (2024)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez
Risk-Aware Continuous Control with Neural Contextual Bandits. CoRR (2023)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Pérez Costa, George Iosifidis
EdgeBOL: A Bayesian Learning Approach for the Joint Orchestration of vRANs and Mobile Edge AI. IEEE/ACM Trans. Netw. 31 (6) (2023)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez, George Iosifidis
Orchestrating Energy-Efficient vRANs: Bayesian Learning and Experimental Results. IEEE Trans. Mob. Comput. 22 (5) (2023)
Josep Xavier Salvat, Jose A. Ayala-Romero, Lanfranco Zanzi, Andres Garcia-Saavedra, Xavier Costa-Pérez
Open Radio Access Networks (O-RAN) Experimentation Platform: Design and Datasets. IEEE Commun. Mag. 61 (9) (2023)
Merim Dzaferagic, Jose A. Ayala-Romero, Marco Ruffini
ML Approach for Power Consumption Prediction in Virtualized Base Stations. CoRR (2023)
Jose A. Ayala-Romero, Péter Mernyei, Bichen Shi, Diego Mazón
KRAF: A Flexible Advertising Framework using Knowledge Graph-Enriched Multi-Agent Reinforcement Learning. CIKM (2022)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Albert Banchs, Juan J. Alcaraz
vrAIn: Deep Learning Based Orchestration for Computing and Radio Resources in vRANs. IEEE Trans. Mob. Comput. 21 (7) (2022)
Merim Dzaferagic, Jose A. Ayala-Romero, Marco Ruffini
ML Approach for Power Consumption Prediction in Virtualized Base Stations. GLOBECOM (Workshops) (2022)
Fahri Wisnu Murti, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez, George Iosifidis
An Optimal Deployment Framework for Multi-Cloud Virtualized Radio Access Networks. IEEE Trans. Wirel. Commun. 20 (4) (2021)
Jose A. Ayala-Romero, Ihtisham Khalid, Andres Garcia-Saavedra, Xavier Costa-Pérez, George Iosifidis
Experimental Evaluation of Power Consumption in Virtualized Base Stations. ICC (2021)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez, George Iosifidis
Bayesian Online Learning for Energy-Aware Resource Orchestration in Virtualized RANs. INFOCOM (2021)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez, George Iosifidis
EdgeBOL: automating energy-savings for mobile edge AI. CoNEXT (2021)
Apostolos Galanopoulos, Jose A. Ayala-Romero, Douglas J. Leith, George Iosifidis
AutoML for Video Analytics with Edge Computing. INFOCOM (2021)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez, George Iosifidis
Demonstrating a Bayesian Online Learning for Energy-Aware Resource Orchestration in vRANs. INFOCOM Workshops (2021)
Apostolos Galanopoulos, Jose A. Ayala-Romero, George Iosifidis, Douglas J. Leith
Bayesian Online Learning for MEC Object Recognition Systems. GLOBECOM (2020)
Juan J. Alcaraz, Jose A. Ayala-Romero, Javier Vales-Alonso, Fernando Losilla-López
Online reinforcement learning for adaptive interference coordination. Trans. Emerg. Telecommun. Technol. 31 (10) (2020)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Albert Banchs, Juan J. Alcaraz
Demo: vrAIn Proof-of-Concept - A Deep Learning Approach for Virtualized RAN Resource Control. MobiCom (2019)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Albert Banchs, Juan J. Alcaraz
vrAIn: A Deep Learning Approach Tailoring Computing and Radio Resources in Virtualized RANs. MobiCom (2019)
Jose A. Ayala-Romero, Juan J. Alcaraz, Andrea Zanella, Michele Zorzi
Online Learning for Energy Saving and Interference Coordination in HetNets. IEEE J. Sel. Areas Commun. 37 (6) (2019)
Jose A. Ayala-Romero, Juan J. Alcaraz, Andrea Zanella, Michele Zorzi
Contextual Bandit Approach for Energy Saving and Interference Coordination in HetNets. ICC (2018)
Jose A. Ayala-Romero, Juan J. Alcaraz, Javier Vales-Alonso
Data-Driven Configuration of Interference Coordination Parameters in HetNets. IEEE Trans. Veh. Technol. 67 (6) (2018)
Jose A. Ayala-Romero, Juan J. Alcaraz, Javier Vales-Alonso
Energy Saving and Interference Coordination in HetNets Using Dynamic Programming and CEC. IEEE Access 6 (2018)
Jose A. Ayala-Romero, Juan J. Alcaraz, Javier Vales-Alonso, Esteban Egea-López
Online learning for interference coordination in heterogeneous networks. ICC (2017)
Jose A. Ayala-Romero, Juan J. Alcaraz, Javier Vales-Alonso, Esteban Egea-López
Online Optimization of Interference Coordination Parameters in Small Cell Networks. IEEE Trans. Wirel. Commun. 16 (10) (2017)
Juan J. Alcaraz, Jose A. Ayala-Romero, Mario Lopez-Martinez, Javier Vales-Alonso
Response surface methodology for efficient spectrum reuse in cellular networks. ICC (2015)
Juan J. Alcaraz, Jose A. Ayala-Romero, Mario Lopez-Martinez, Javier Vales-Alonso
Combining dual tessellation and temporal opportunities for spectrum reuse in cellular systems. ISWCS (2014)