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:
Jun. 09, 2020

Filed:

Feb. 18, 2019
Applicant:

Adva Optical Networking SE, Meiningen OT Dreissigacker, DE;

Inventors:

Danish Rafique, Germering, DE;

Thomas Szyrkowiec, Germering, DE;

Joerg-Peter Elbers, Meiningen, DE;

Assignee:

ADVA OPTICAL NETWORKING SE, Meiningen OT Dreissigacker, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04J 14/02 (2006.01); H04Q 11/00 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); H04B 10/07 (2013.01); H04B 10/079 (2013.01);
U.S. Cl.
CPC ...
H04Q 11/0062 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); H04B 10/07 (2013.01); H04B 10/0793 (2013.01); H04Q 2011/0079 (2013.01); H04Q 2011/0084 (2013.01); H04Q 2011/0086 (2013.01); H04Q 2011/0088 (2013.01);
Abstract

An apparatus and method for optimizing dynamically the performance of an optical network, said apparatus comprising at least one learning engine adapted to update a learning model in response to network metrics of said optical network collected during operation of said optical network, wherein the updated learning model is used to generate channel rank information for network channels; and a recommendation engine adapted to change a network channel throughput, a signal path and/or a spectral location of at least one network channel based on the channel rank information generated by the learning model of said learning engine.


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