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. 01, 2023

Filed:

Sep. 18, 2020
Applicant:

T-mobile Usa, Inc., Bellevue, WA (US);

Inventors:

Xiao Zhang, Issaquah, WA (US);

Ajay Meenkumar, Bellevue, WA (US);

Prem Kumar Bodiga, Bothell, WA (US);

Hermie Padua, Bellevue, WA (US);

Sang Yoon Yang, Bellevue, WA (US);

Assignee:

T-Mobile USA, Inc., Bellevue, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 41/50 (2022.01); H04L 41/5025 (2022.01); H04L 43/045 (2022.01); H04L 43/00 (2022.01); H04W 24/10 (2009.01); H04L 41/40 (2022.01); H04L 43/08 (2022.01); H04L 43/20 (2022.01); H04L 41/14 (2022.01);
U.S. Cl.
CPC ...
H04L 41/5032 (2013.01); H04L 41/5025 (2013.01); H04L 43/045 (2013.01); H04L 43/14 (2013.01); H04W 24/10 (2013.01);
Abstract

A network performance degradation detection system is provided. The system receives Key Performance Indicator (KPI) values for devices of different device types running different software versions. The system determines baseline values of a first device type by averaging the KPI values of the different software versions running on devices of the first device type. The system compares KPI values for a first software version running on devices of the first device type with the determined baseline values to produce a set of comparison results. The system applies the set of comparison results to a classification model to determine whether the first software version running on devices of the first device type causes network performance degradation.


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