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:
Dec. 13, 2022

Filed:

May. 17, 2019
Applicants:

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

At&t Mobility Ii Llc, Atlanta, GA (US);

Inventors:

Chuanyun Zang, Cumming, GA (US);

Sheldon Kent Meredith, Roswell, GA (US);

Zachary Meredith, Roswell, GA (US);

Assignees:

AT&T Intellectual Property I, L.P., Atlanta, GA (US);

AT&T Mobility II LLC, Atlanta, GA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/08 (2006.01); G06K 9/62 (2022.01); G06N 20/00 (2019.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06N 7/08 (2013.01); G06K 9/6256 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01);
Abstract

Aspects of the subject disclosure may include, for example, obtaining a plurality of historical inputs, obtaining a plurality of historical outputs, applying a piecewise linear regression, deep learning algorithm to at least the plurality of historical inputs and the plurality of historical outputs to generate a plurality of predicted inputs, applying a plurality of weightings to the plurality of predicted inputs to generate a plurality of predicted weighted inputs, and applying at least one simulation to the plurality of predicted weighted inputs to generate a plurality of predicted weighted outputs. Other embodiments are disclosed.


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