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. 06, 2023

Filed:

Nov. 27, 2020
Applicants:

At&t Intellectual Property I, L.p., Atlanta, GA (US);

University of Southern California, Los Angeles, CA (US);

President and Fellows of Harvard College, Cambridge, MA (US);

Inventors:

Yaron Kanza, Fair Lawn, NJ (US);

Balachander Krishnamurthy, New York, NY (US);

Sivaramakrishnan Ramanathan, Allston, MA (US);

Minian Yu, Belmont, MA (US);

Jelena Mirkovic, Redondo Beach, CA (US);

Assignees:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 15/16 (2006.01); G06N 5/025 (2023.01); H04L 43/0876 (2022.01); H04L 43/067 (2022.01); H04L 41/16 (2022.01); H04L 41/08 (2022.01);
U.S. Cl.
CPC ...
G06N 5/025 (2013.01); H04L 41/16 (2013.01); H04L 43/067 (2013.01); H04L 43/0876 (2013.01); H04L 41/0876 (2013.01);
Abstract

A processing system including at least one processor may obtain a time series of measurement values from a communication network and train a prediction model in accordance with the time series of measurement values to predict future instances of an event of interest, where the time series of measurement values is labeled with one or more indicators of instances of the event of interest. The processing system may then generate a deterministic finite automaton based upon the prediction model, convert the deterministic finite automaton into a rule set, and deploy the rule set to at least one network component of the communication network.


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