METHODS AND APPARATUS FOR CONFIGURATION MANAGEMENT ANALYTICS AND AUTOMATION IN CELLULAR NETWORKS

A method includes partitioning a set of configuration management (CM) data for one or more cellular network devices into multiple distinct time intervals, each time interval associated with a distinct set of CM settings at the one or more cellular network devices, the CM data comprising multiple CM...

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Bibliographic Details
Main Authors ZHANG, Jianzhong, ALBERT, Samuel, XIN, Yan, FORD, Russell Douglas, KURT, Mehmet Necip
Format Patent
LanguageEnglish
French
German
Published 03.07.2024
Subjects
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
WIRELESS COMMUNICATIONS NETWORKS
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Summary:A method includes partitioning a set of configuration management (CM) data for one or more cellular network devices into multiple distinct time intervals, each time interval associated with a distinct set of CM settings at the one or more cellular network devices, the CM data comprising multiple CM parameters. The method also includes determining a regression model based on the set of CM data. The method also includes applying the regression model to compute a distinct set of scores and compare the set of scores to estimate whether a performance of the one or more cellular network devices has changed during a second time interval relative to a first time interval.
Bibliography:Application Number: EP20220853396