Systems, apparatuses, methods, and computer program products for initiating performance of one or more component reconfiguration actions

An apparatus comprising memory and one or more processors communicatively coupled to the memory, the one or more processors configured to:

• identify a component set from component configuration data, wherein the component set comprises one or more components;
• retrieve a component feature set, wherein the component feature set comprises one or more component features corresponding to a component configuration type;
• generate a first clustering parameter set comprising a first subset of the component feature set, wherein generating the first clustering parameter set comprises:
• identifying one or more key component features in the component feature set, and
• applying a key clustering unit to at least one of the one or more key component features in the component feature set;
• generate, using the first clustering parameter set and a clustering model, a component cluster comprising a subset of the component set;
• generate, using a component reconfiguration model, component reconfiguration data for the component cluster;
• and
• initiate performance of one or more component reconfiguration actions based on the component reconfiguration data.

A computer program product comprising at least one non-transitory computer-readable storage medium having computer program code stored thereon that, in execution with at least one processor, configures the computer program product for:

• identifying a component set from component configuration data, wherein the component set comprises one or more components;
• retrieving a component feature set, wherein the component feature set comprises one or more component features corresponding to a component configuration type;
• generating a first clustering parameter set comprising a first subset of the component feature set, wherein generating the first clustering parameter set comprises:
• identifying one or more key component features in the component feature set, and
• applying a key clustering unit to at least one of the one or more key component features in the component feature set;
• generating, using the first clustering parameter set and a clustering model, a component cluster comprising a subset of the component set;
• generating, using a component reconfiguration model, component reconfiguration data for the component cluster;
• and
• initiating performance of one or more component reconfiguration actions based on the component reconfiguration data.