ALEXANDRIA, Va., Oct. 27 -- United States Patent no. 12,775,871, issued on Oct. 27, was assigned to NEC Corp. (Tokyo).
"Edge device aware machine learning and model management" was invented by Mischa Schmidt (Heidelberg, Germany) and Tobias Jacobs (Heidelberg, Germany).
According to the abstract* released by the U.S. Patent & Trademark Office: "A method of solving a machine learning (ML) problem using a resource-constrained device includes generating and training, by an automated machine learning (autoML) engine, a model set including a number of different models. Each of the different models of the model set is specialized for a particular situation. Input data of the ML problem is monitored and one or more of the models are selected as ...