3 citations · 3 across the 6 of their papers we have counts for
6 papers
Toward Experimentation-as-a-Service in 5G/6G: The Plaza6G Prototype for AI-Assisted Trials
Sergio Barrachina-Muñoz, Marc Carrascosa-Zamacois, Horacio Bleda +6
This paper presents Plaza6G, the first operational Experiment-as-a-Service (ExaS) platform unifying cloud resources with next-generation wireless infrastructure. Developed at CTTC…
X-GRL: An Empirical Assessment of Explainable GNN-DRL in B5G/6G Networks
Farhad Rezazadeh, Sergio Barrachina-MuNoz, Engin Zeydan +3
The rapid development of artificial intelligence (AI) techniques has triggered a revolution in beyond fifth-generation (B5G) and upcoming sixth-generation (6G) mobile networks. Des…
A Multi-Agent Deep Reinforcement Learning Approach for RAN Resource Allocation in O-RAN
Farhad Rezazadeh, Lanfranco Zanzi, Francesco Devoti +4
Artificial intelligence (AI) and Machine Learning (ML) are considered as key enablers for realizing the full potential of fifth-generation (5G) and beyond mobile networks, particul…
Mobile Edge Vertical Applications Using ETSI MEC APIs and Sandbox
Rasoul Nikbakht, Michail Dalgitsis, Sergio Barrachina-Muñoz +1
MEC Sandbox is an excellent tool that simulates wireless networks and deploys ETSI Multi-access Edge Computing (MEC) APIs on top of the simulated wireless network. In this demo, we…
Intent-Based Orchestration for Application Relocation in a 5G Cloud-native Platform
Sergio Barrachina-Muñoz, Jorge Baranda, Miquel Payaró +1
The need of mobile network operators for cost-effectiveness is driving 5G and beyond networks towards highly flexible and agile deployments to adapt to dynamic and resource-constra…
Cloud-native 5G experimental platform with over-the-air transmissions and end-to-end monitoring
Sergio Barrachina-Muñoz, Miquel Payaró, Josep Mangues-Bafalluy
5G represents a revolutionary shift with respect to previous generations given its design centered on network softwarization. Within such a change of paradigm, cloud-native solutio…