The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 15, 2025
Filed:
Jun. 05, 2023
Ayla Networks, Inc., Milpitas, CA (US);
Sebastian Maurice, Toronto, CA;
Ayla Networks, Inc., Milpitas, CA (US);
Abstract
A method receives, from one or more subsystems, predicted outcomes associated with a device. The method provides provide at least a subset of the predicted outcomes as input to a machine learning model trained to identify a set of resolution actions. The method receives, from the machine learning model, the set of resolution actions for the subset of the predicted outcomes, wherein each resolution action in the set of resolution actions is associated with a probability of resolving at least one of the predicted outcomes in the subset of predicted outcomes. The method identifies a first resolution action from the set of resolution actions that has a highest probability of resolving the at least one of the predicted outcomes in the subset of predicted outcomes. The method identifies a root cause associated with the first resolution action. The method provides a first instruction to execute the first resolution action.