Systems and methods for determining baselines for network parameters used to configure base stations

A device, comprising:

• one or more processors configured to:
• receive network data from base stations associated with a network,
• wherein the network data includes parameters indicating a version of software associated with each of the base stations, parameters indicating a profile associated with each of the base stations, parameters associated with a minimum required receiver level in a respective cell associated with each of the base stations, and parameters associated with thresholds for inter radio access technology frequency associated with each of the base stations;
• aggregate the network data to generate aggregated network data;
• remove data that satisfies a threshold from the aggregated network data, to generate a reduced set of the aggregated network data;
• divide the reduced set of the aggregated network data into groups of network factors associated with determining network parameters for the base stations based on at least one of the version of software associated with each of the base stations or the profile associated with each of the base stations;
• apply weights to the network factors in the groups of network factors to generate groups of weighted network factors;
• generate baselines for the network parameters based on the groups of weighted network factors;
• receive new network data from the base stations;
• compare the new network data and the baselines to identify one or more anomalies in the network parameters;
• and
• perform one or more actions based on the one or more anomalies.

A non-transitory computer-readable medium storing a set of instructions, the set of instructions comprising:

• one or more instructions that, when executed by one or more processors of a device, cause the device to:
• receive network data from base stations associated with a network;
• aggregate the network data to generate aggregated network data;
• remove data that satisfies a threshold from the aggregated network data, to generate a reduced set of the aggregated network data;
• divide the reduced set of the aggregated network data into groups of network factors associated with determining network parameters for the base stations;
• apply weights to the network factors in the groups of network factors to generate groups of weighted network factors;
• generate baselines for the network parameters based on the groups of weighted network factors;
• receive new network data from the base stations;
• compare the baselines to the network data or the new network data to identify one or more anomalies in the network parameters;
• and
• perform one or more actions based on the one or more anomalies.