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.:

US 11032150 B1

PDF
Full Text
Expired
Date of Patent:
Jun. 08, 2021

Filed:

Jun. 17, 2019
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Liang Ma, White Plains, NY (US);

Mudhakar Srivatsa, White Plains, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/24 (2006.01); G06N 3/04 (2006.01); H04L 12/721 (2013.01); G06N 20/00 (2019.01); H04L 12/751 (2013.01);
U.S. Cl.
CPC ...
H04L 41/145 (2013.01); G06N 3/04 (2013.01); G06N 20/00 (2019.01); H04L 41/12 (2013.01); H04L 45/02 (2013.01); H04L 45/70 (2013.01);
Abstract

The present disclosure provides a method for automatically predicting a topology of a network comprising a plurality of nodes. The method includes: selecting a path performance metric among a plurality of available metrics; obtaining path performance metrics of selected node pairs among the plurality of nodes; using the obtained path performance metrics to train a machine-learning model to predict the path performance metric for the remaining node pairs; and using the obtained and predicted path performance metrics to construct a topology of the network.


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Ma, Liang. (2021). Automatic prediction of behavior and topology of a network using limited information (U.S. Patent No. 11032150). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11032150

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