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:
May. 13, 2025
Filed:
Feb. 01, 2024
Dell Products L.p., Round Rock, TX (US);
Julia Drummond Noce, Rio de Janeiro, BR;
Paulo Abelha Ferreira, Rio de Janeiro, BR;
Isabella Costa Maia, São Paulo, BR;
Dell Products L.P., Round Rock, TX (US);
Abstract
Techniques are disclosed for hybrid machine learning model training and deployment to mobile edge devices. An example system includes a processor communicatively coupled to a memory and configured to execute instructions. Example instructions include receiving geolocation data from mobile edge devices; using the geolocation data to index the mobile edge devices into sub-regions; ranking associated machine learning (ML) models in the sub-regions based on performance metrics; and using a current geolocation of a particular mobile edge device within a given sub-region to serve a selected ML model to the particular device, wherein the ML model to serve is selected based on the performance metrics of the selected ML model within the given sub-region.