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.

Date of Patent:
Aug. 19, 2025

Filed:

Dec. 30, 2021
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Venkata N. Padmanabhan, Karnataka, IN;

Rohan Saxena, Pittsburgh, PA (US);

Parth Dhaval Thakkar, Champaign, IL (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2023.01); G06F 9/451 (2018.01);
U.S. Cl.
CPC ...
G06N 5/02 (2013.01); G06F 9/451 (2018.02);
Abstract

The systems and methods may analyze an impact of latency on user activities by leveraging the variation of latency seen in the normal course of user activities with an application. The systems and methods may infer the latency sensitivity of users by comparing a biased latency distribution of user actions to an estimate of the underlying unbiased latency distribution. The systems and methods may compute a normalized latency preference of the users using a biased latency probability distribution function and an unbiased latency probability distribution function. The systems and method may use the normalized latency preference to analyze an impact of latency on the user activities.


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