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:
Oct. 22, 2024

Filed:

Nov. 17, 2020
Applicant:

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

Inventors:

Ali Kanso, Stamford, CT (US);

Jinho Hwang, Ossining, NY (US);

Muhammed Fatih Bulut, West Greenwich, RI (US);

Shripad Nadgowda, Elmsford, NY (US);

Chen Lin, Elmsford, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 8/60 (2018.01); G06F 8/61 (2018.01); G06N 7/01 (2023.01); H04L 41/50 (2022.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 8/60 (2013.01); G06F 8/61 (2013.01); G06N 7/01 (2023.01); H04L 41/50 (2013.01);
Abstract

Systems and methods are provided that integrate a machine-learning model, and more specifically, utilizing a platform as a service (PaaS) cloud to predict probability of success for an operator in an environment. An embodiment comprises a system having: a processor that executes computer executable components stored in memory, trained machine-learning model that predicts probability of success for deployment of an operator in an environment with a namespace of a platform as a service (PaaS) cloud, and a deployment component that receives a first operator and a first namespace and employs the trained machine-learning model to predict success of deployment of the first operator in a first environment.


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