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:
Mar. 04, 2025
Filed:
Nov. 19, 2020
Swarmin.ai, Fremont, CA (US);
Subash Sundaresan, Fremont, CA (US);
[object Object];
Abstract
A method for sharing an incrementally trained machine learning (ML) model from an edge device to other edge devices that are associated with a peer to peer network is provided. The method includes (i) receiving event data at an edge device from among one or more edge devices of the peer to peer network upon the occurrence of an event at the edge device, (ii) incrementally training a base version of a ML model at the edge device based on the received event data, (iii) generating, a unique persistent file format of the incrementally trained ML model at the edge device, (iv) optimizing a payload associated with the unique persistent file format to include one or more parameters with associated weights changing beyond a predetermined configurable threshold and (v) encapsulating the unique persistent file format with a unique metadata.