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:
Jul. 21, 2026

Filed:

Nov. 14, 2024
Applicant:

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

Inventors:

Michael C. Bascao, Renton, WA (US);

John Barry Lazarte, Tukwila, WA (US);

June Allan Malit, Renton, WA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 43/0852 (2022.01); H04L 45/00 (2022.01); H04L 45/02 (2022.01);
U.S. Cl.
CPC ...
H04L 45/22 (2013.01); H04L 43/0852 (2013.01); H04L 45/08 (2013.01);
Abstract

A first machine learning model is used to determine multiple traffic patterns from the traffic data using multiple training patterns that represent the expected network latency of the core network. A second machine learning model is used to determine one or more user plane function events causing the anomalies using the traffic data. The second machine learning model identifies portions of the traffic data that include anomalies and determines the user plane function events using these portions. A reconfiguration command is transmitted to the core network to adjust one or more routing policies of the user plane function using the determined user plane function events.


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