46 citations · 169 across the 26 of their papers we have counts for
21 papers · 1 filter
O-RAN: Analysis of Latency-critical Interfaces and Overview of Time Sensitive Networking Solutions
Esteban Municio, Gines Garcia-Aviles, Andres Garcia-Saavedra +1
5G and B5G/6G foundations heavily rely on virtualization technologies, and virtualized Radio Access Networks (vRANs) are one of their major keystones. However, while vRANs have bee…
Automated Heuristic Design for Network Operations
Reza Namvar, José Gallego, Jose A. Ayala-Romero +4
Network operation relies on heuristics to solve many tasks rapidly and efficiently across the protocol stack. These heuristics are the result of thorough human-driven design rooted…
Kairos: Energy-Efficient Radio Unit Control for O-RAN via Advanced Sleep Modes
J. Xavier Salvat Lozano, Jose A. Ayala-Romero, Andres Garcia-Saavedra +1
The high energy footprint of 5G base stations, particularly the radio units (RUs), poses a significant environmental and economic challenge. We introduce Kairos, a novel approach t…
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…