Patent ID: 11924053
Assignee: DELL PRODUCTS L.P.
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 0:
1. An apparatus comprising:
at least one processing device comprising a processor coupled to a memory;
the at least one processing device being configured to:
obtain, from a plurality of baseband units of a radio access network, a plurality of data sets, wherein respective ones of the plurality of data sets correspond to operational statistics of respective ones of the plurality of baseband units;
generate, for each of at least a subset of the plurality of baseband units, a forecasted data set corresponding to one or more predicted operational statistics of the baseband unit, wherein the forecasted data set is generated using a first machine learning model;
analyze, for each of the at least a subset of the plurality of baseband units, the forecasted data set to predict a future occurrence of a technical issue and to determine at least one corrective action for the predicted future occurrence of the technical issue, wherein the analysis is performed using a second machine learning model; and
cause initiation of the at least one corrective action.