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Projecte matriculat

Títol: AI tools development applied to O-RAN in 6G MEC

Director: CERVELLÓ PASTOR, CRISTINA

Departament: ENTEL

Títol: AI tools development applied to O-RAN in 6G MEC

Data inici oferta: 20-07-2023     Data finalització oferta: 20-03-2024


Estudis d'assignació del projecte:
    MU MASTEAM 2015
Tipus: Individual
 
Lloc de realització: EETAC
 
Paraules clau:
 
Descripció del contingut i pla d'activitats:
Objective:
Design, develop and validate a set of techniques based on the
application of Federated Learning, which, combined with Deep
Reinforcement Learning, will allow the 6G MEC to be integrated
with the O-RAN architecture. The solution will be deployed in an
automated distributed management use case with minimal human
intervention in massive and heterogeneous communications of real-
time services.

Tasks:
- Design and evaluate AI/ML algorithms to build and apply local
and global models in distributed environments with hundreds of
agents located at the end users, the access network, and the core
in dynamic scenarios.
 
Orientació a l'estudiant:
 
 
 
Horari d'atenció a estudiants per a l'assignació de projecte:

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