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:
Sep. 22, 2026

Filed:

Jun. 13, 2022
Applicant:

Juniper Networks, Inc., Sunnyvale, CA (US);

Inventors:

Shruti Jadon, San Jose, CA (US);

Ajit Krishna Patankar, Fremont, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G16Y 40/20 (2020.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G16Y 40/20 (2020.01);
Abstract

A device may receive time series data, and may define a first quantity of steps into past data utilized to make future predictions, a second quantity of steps into the future predictions, and a third quantity of steps to skip in the future predictions. The device may determine whether the second quantity is equal to the third quantity. When the second quantity is equal to the third quantity, the device may process the time series data, with a plurality of machine learning models, to generate a plurality of future predictions that do not overlap, may merge the plurality of future predictions into a list of future predictions, and may provide the list for display. When the second quantity is not equal to the third quantity, the device may process the time series data, with the plurality of machine learning models, to generate another plurality of future predictions that do overlap.


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