Invention Grant
- Patent Title: Machine intelligent isolation of international calling performance degradation
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Application No.: US17725470Application Date: 2022-04-20
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Publication No.: US11627217B2Publication Date: 2023-04-11
- Inventor: Prem Kumar Bodiga , Hermie Padua , Ariz Jacinto , Feng Liu , Joseph Park
- Applicant: T-Mobile USA, Inc.
- Applicant Address: US WA Bellevue
- Assignee: T-Mobile USA, Inc.
- Current Assignee: T-Mobile USA, Inc.
- Current Assignee Address: US WA Bellevue
- Agency: Perkins Coie LLP
- Main IPC: H04M3/36
- IPC: H04M3/36 ; G06N20/00 ; G06F16/28

Abstract:
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.
Public/Granted literature
- US20220247858A1 MACHINE INTELLIGENT ISOLATION OF INTERNATIONAL CALLING PERFORMANCE DEGRADATION Public/Granted day:2022-08-04
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