46 citations · 169 across the 26 of their papers we have counts for
7 papers · 1 filter
TelecomRAG: Taming Telecom Standards with Retrieval Augmented Generation and LLMs
Girma M. Yilma, Jose A. Ayala-Romero, Andres Garcia-Saavedra +1
Large Language Models (LLMs) have immense potential to transform the telecommunications industry. They could help professionals understand complex standards, generate code, and acc…
Designing the Network Intelligence Stratum for 6G Networks
Paola Soto, Miguel Camelo, Gines Garcia-Aviles +15
As network complexity escalates, there is an increasing need for more sophisticated methods to manage and operate these networks, focusing on enhancing efficiency, reliability, and…
MemorAI: Energy-Efficient Last-Level Cache Memory Optimization for Virtualized RANs
Ethan Sanchez Hidalgo, J. Xavier Salvat Lozano, Jose A. Ayala-Romero +3
The virtualization of Radio Access Networks (vRAN) is well on its way to become a reality, driven by its advantages such as flexibility and cost-effectiveness. However, virtualizat…
Radio Resource Management Design for RSMA: Optimization of Beamforming, User Admission, and Discrete/Continuous Rates with Imperfect SIC
L. F. Abanto-Leon, A. Krishnamoorthy, A. Garcia-Saavedra +3
This paper investigates the radio resource management (RRM) design for multiuser rate-splitting multiple access (RSMA), accounting for various characteristics of practical wireless…
Open Experimental Measurements of Sub-6GHz Reconfigurable Intelligent Surfaces
Marco Rossanese, Placido Mursia Andres, Garcia-Saavedra +3
In this paper, we present two datasets that we make publicly available for research. The data is collected in a testbed comprised of a custom-made Reconfigurable Intelligent Surfac…
Fair Resource Allocation in Virtualized O-RAN Platforms
Fatih Aslan, George Iosifidis, Jose A. Ayala-Romero +2
O-RAN systems and their deployment in virtualized general-purpose computing platforms (O-Cloud) constitute a paradigm shift expected to bring unprecedented performance gains. Howev…