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. 01, 2025
Filed:
Feb. 28, 2022
Roku, Inc., San Jose, CA (US);
Suvrath V. Penmetcha, Mountain View, CA (US);
Le Zhang, San Jose, CA (US);
Vijay Anand Raghavan, Newton, MA (US);
Beth Teresa Logan, Cambridge, MA (US);
Kevin Henely, San Francisco, CA (US);
Sahib Bal, San Jose, CA (US);
Sayan Maity, Sunnyvale, CA (US);
Roku, Inc., San Jose, CA (US);
Abstract
A method may include determining a combination of values of attributes represented by reference data associated with computing devices by training a machine learning model based on an association between (i) respective values of the attributes and (ii) the computing devices entering a device state. The combination may be correlated with entry into the device state. The method may also include selecting a subset of the computing devices that is associated with the combination of values. The method may additionally include determining a first rate at which computing devices of the subset have entered the device state during a first time period and a second rate at which one or more computing devices associated with the combination have entered the device state during a second time period, and generating an indication that the two rates differ.