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:
Nov. 21, 2023

Filed:

May. 20, 2022
Applicant:

Kyndryl, Inc., New York, NY (US);

Inventors:

Rhonda L. Childress, Austin, TX (US);

Jeremy R. Fox, Georgetown, TX (US);

Michael Bender, Rye Brook, NY (US);

Sarbajit K. Rakshit, Kolkata, IN;

Assignee:

KYNDRYL, INC., New York, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04L 47/762 (2022.01); G06N 20/00 (2019.01); H04L 47/70 (2022.01); H04L 47/78 (2022.01);
U.S. Cl.
CPC ...
H04L 47/762 (2013.01); G06N 20/00 (2019.01); H04L 47/781 (2013.01); H04L 47/822 (2013.01);
Abstract

A system and method for bandwidth management are provided. In embodiments, a method includes: training, by a computing device, a predictive machine learning (ML) model based on historic network usage data of software applications in a cloud environment and historic business context data; assigning, by the computing device, priority rankings to software application activities of the cloud environment using the predictive ML model based on predicted resource requirements for the software application activities of the cloud environment and predicted contextual scenarios that impact the predicted resource requirements using an input of real-time network usage data of the cloud environment and real-time business context data; and initiating, by the computing device, scheduling of the software application activities based on the priority rankings.


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