MACHINE INTELLIGENT ISOLATION OF INTERNATIONAL CALLING PERFORMANCE DEGRADATION

Patent №

US 11,627,217

Granted

2023-04-11

Filed 2022

Owner

T-MOBILE USA, INC.

Lab

AI components

2

planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17725470

The disclosed system identifies international calling performance issues of a wireless telecommunication network. The system receives network traffic data for international calls including information about call attempts to a country. The system categorizes the country into a major category and a minor category based on the call attempts information. For a subset of countries, and for each key performance indicator in a subset of selected key performance indicators, the system monitors performance using an anomaly detection model to identify an anomaly in network performance, determines an actual value of the key performance indicator for the detected anomaly, and computes a variation value of the determined actual value based on a predicted range of values. The system ranks countries using the computed variation values, to indicate problematic parts of the wireless telecommunication network.

PlanningAI hardwareH04M 3/2236H04M 3/36G06F 16/285G06N 20/00H04M 2203/555

AI classification

Planning1.00
AI hardware0.95
Knowledge representation0.29
Natural language0.08
Machine learning0.07
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

T-MOBILE USA, INC.

assignment · 596560670

From the same owner

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