RAN energy efficiency and failure rate through ANN traffic predictions processing

G Vallero, D Renga, M Meo, MA Marsan - Computer Communications, 2022 - Elsevier
In this paper, we focus on the application of ML tools to resource management in a portion of
a Radio Access Network (RAN) and, in particular, to Base Station (BS) activation and …

RAN energy efficiency and failure rate through ANN traffic predictions processing

G Vallero, D Renga, M Meo, MA Marsan - 2022 - dl.acm.org
In this paper, we focus on the application of ML tools to resource management in a portion of
a Radio Access Network (RAN) and, in particular, to Base Station (BS) activation and …

RAN energy efficiency and failure rate through ANN traffic predictions processing

G Vallero, D Renga, M Meo, MA Marsan - COMPUTER …, 2022 - iris.polito.it
In this paper, we focus on the application of ML tools to resource management in a portion of
a Radio Access Network (RAN) and, in particular, to Base Station (BS) activation and …