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.
Patent No.:
Date of Patent:
Aug. 03, 2021
Filed:
Dec. 21, 2017
Telefonaktiebolaget Lm Ericsson (Publ), Stockholm, SE;
Amy De Buitléir, Athlone, IE;
Telefonaktiebolaget LM Ericsson (publ), Stockholm, SE;
Abstract
A method for recommending configuration changes in a communications network. The method comprises maintaining () a plurality of machine-learning processes, wherein an individual machine-learning process operates based on a data model and decision-making rules, and the plurality of machine-learning processes operate based on a plurality of different data models and a plurality of different decision-making rules. The method also comprises obtaining () values of Key Performance Indicators, KPIs, from network elements of the communications network and obtaining a goal () defining at least one KPI value characterising wanted operation of the communications network. The method also comprises producing () by the plurality of machine-learning processes, based on the received values of KPIs and using the data models and decision-making rules, a plurality of individual recommendations; and producing an output recommendation () based on the produced individual recommendations. An apparatus realising the above method is also disclosed.