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ORCIDJose A. Ayala-Romero
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2020 – today
- 2024
[j11]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): 17:1-17:34 (2024)- [c18]Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez:
Risk-Aware Continuous Control with Neural Contextual Bandits. AAAI 2024: 20930-20938 - [c17]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: 721-730 - [c16]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: 911-920 - [c15]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: 59-60 - [i5]Fatih Aslan, George Iosifidis, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez:
Fair Resource Allocation in Virtualized O-RAN Platforms. CoRR abs/2402.11285 (2024) - [i4]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 abs/2405.02029 (2024) - [i3]Girma M. Yilma, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez:
TelecomRAG: Taming Telecom Standards with Retrieval Augmented Generation and LLMs. CoRR abs/2406.07053 (2024) - 2023
- [j10]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): 138-144 (2023) - [j9]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): 2910-2924 (2023) - [j8]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): 2978-2993 (2023) - [i2]Merim Dzaferagic, Jose A. Ayala-Romero, Marco Ruffini:
ML Approach for Power Consumption Prediction in Virtualized Base Stations. CoRR abs/2301.05764 (2023) - [i1]Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez:
Risk-Aware Continuous Control with Neural Contextual Bandits. CoRR abs/2312.09961 (2023) - 2022
- [j7]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): 2652-2670 (2022) - [c14]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: 47-56 - [c13]Merim Dzaferagic, Jose A. Ayala-Romero, Marco Ruffini:
ML Approach for Power Consumption Prediction in Virtualized Base Stations. GLOBECOM (Workshops) 2022: 986-991 - [d1]J. Xavier Salvat Lozano, Jose A. Ayala-Romero, Lanfranco Zanzi, Andres Garcia-Saavedra, Xavier Costa-Pérez:
O-RAN experimental evaluation datasets. IEEE DataPort, 2022
- 2021
- [j6]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): 2251-2265 (2021) - [c12]Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Pérez, George Iosifidis:
EdgeBOL: automating energy-savings for mobile edge AI. CoNEXT 2021: 397-410 - [c11]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: 1-6 - [c10]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: 1-2 - [c9]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: 1-10 - [c8]Apostolos Galanopoulos, Jose A. Ayala-Romero, Douglas J. Leith, George Iosifidis:
AutoML for Video Analytics with Edge Computing. INFOCOM 2021: 1-10 - 2020
- [j5]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) - [c7]Apostolos Galanopoulos, Jose A. Ayala-Romero, George Iosifidis, Douglas J. Leith:
Bayesian Online Learning for MEC Object Recognition Systems. GLOBECOM 2020: 1-6
2010 – 2019
- 2019
- [j4]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): 1374-1388 (2019) - [c6]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: 30:1-30:16 - [c5]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: 59:1-59:3 - 2018
- [j3]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: 71110-71121 (2018) - [j2]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): 5174-5187 (2018) - [c4]Jose A. Ayala-Romero, Juan J. Alcaraz, Andrea Zanella, Michele Zorzi:
Contextual Bandit Approach for Energy Saving and Interference Coordination in HetNets. ICC 2018: 1-6 - 2017
- [j1]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): 6635-6647 (2017) - [c3]Jose A. Ayala-Romero, Juan J. Alcaraz, Javier Vales-Alonso, Esteban Egea-López:
Online learning for interference coordination in heterogeneous networks. ICC 2017: 1-6 - 2015
- [c2]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: 7671-7676 - 2014
- [c1]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: 486-490
Coauthor Index
aka: Xavier Costa-Pérez
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