Patent ID: 11916749
Assignee: SCIENCELOGIC, INC.
Field: Digital communication (Electrical engineering)
Classification: CPC H | IPC H

Claim 0:
1. A method of operating a facaded processing device comprising:
storing a collection specification, a generation specification comprising a specification of a trained machine learning model or machine learning rule, and a facading specification in at least one non-transitory memory device; and
performing, with at least one processor operatively coupled to the at least one non-transitory memory device, operations comprising:
collecting one or more metric values in accordance with the stored collection specification, loading a trained machine learning model in accordance with the stored generation specification;
generating, in accordance with the stored generation specification, and based on the one or more metric values, machine learning model input data;
operating the trained machine learning model on the machine learning model input data in accordance with the stored generation specification to generate inferred or projected synthetic metric values; and
publishing, in accordance with the facading specification, a facade of a virtualized synthetic device comprising a virtualized construct representing a connected device with at least some of the inferred or projected synthetic metric values.