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:
May. 26, 2026

Filed:

Jan. 14, 2022
Applicant:

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

Inventors:

Joseph Paul Wigglesworth, Thornhill, CA;

Yar Rouf, Toronto, CA;

Joydeep Mukherjee, San Luis Obispo, CA (US);

Marin Litoiu, Toronto, CA;

Ian Fraser Watts, Stouffville, CA;

Eugen Postea, Thornhill, CA;

Radu Bogdan Mateescu, Markham, CA;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 9/455 (2018.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 9/45558 (2013.01); G06N 20/00 (2019.01); G06F 2009/45591 (2013.01); G06F 2009/45595 (2013.01);
Abstract

A method includes generating, by a computing device, a probe; deploying, by the computing device, the probe into a virtual machine hosting a cloud application; increasing, by the computing device, resource consumption by the probe; collecting, by the computing device, performance data from the cloud application; and training, by the computing device, a machine learning model using the performance data.


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