Browsing Articles (Departament de Tecnologies de la Informació i les Comunicacions) by Author "Ram, Vishnu"

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A flexible machine-learning-aware architecture for future WLANs

Wilhelmi Roca, Francesc; Barrachina Muñoz, Sergio; Bellalta, Boris; Cano Bastidas, Cristina; Jonsson, Anders, 1973-; Ram, Vishnu (Institute of Electrical and Electronics Engineers (IEEE), 2020)

Lots of hopes have been placed on machine learning (ML) as a key enabler of future wireless networks. By taking advantage of large volumes of data, ML is expected to deal with the ever-increasing complexity of networking ...
Usage of network simulators in machine-learning-assisted 5G/6G networks

Wilhelmi Roca, Francesc; Carrascosa Zamacois, Marc; Cano, Cristina; Jonsson, Anders, 1973-; Ram, Vishnu; Bellalta, Boris (Institute of Electrical and Electronics Engineers (IEEE), 2021)

Without any doubt, Machine Learning (ML) will be an important driver of future communications due to its foreseen performance when applied to complex problems. However, the application of ML to networking systems raises ...

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