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. 15, 2024

Filed:

Jul. 22, 2020
Applicant:

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

Inventors:

Nadiya Kochura, Bolton, MA (US);

Tiberiu Suto, Franklin, NY (US);

Erik Rueger, Ockenheim, DE;

Nicolò Sgobba, Fasano, IT;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 11/30 (2006.01); G06F 3/06 (2006.01); G06F 8/60 (2018.01); G06F 9/455 (2018.01); G06F 9/50 (2006.01); G06N 20/00 (2019.01); G06F 11/34 (2006.01);
U.S. Cl.
CPC ...
G06F 11/301 (2013.01); G06F 3/0647 (2013.01); G06F 8/60 (2013.01); G06F 9/45533 (2013.01); G06F 9/50 (2013.01); G06N 20/00 (2019.01); G06F 2009/4557 (2013.01); G06F 11/3495 (2013.01); G06F 2206/1012 (2013.01); G06F 2206/1508 (2013.01);
Abstract

Static parameters of a software container are identified that relate to metadata of the software container itself. The software container is assigned to a selected runtime environment based on the static parameters using a first machine learning model. Runtime parameters for the software container are identified by analyzing the software container at runtime. The runtime parameters relate to operations that the software container requires during runtime. Using a second machine learning model, it is determined whether the selected runtime environment matches the runtime parameters. Where the runtime environment matches, the software container continues to run in this environment. Where the runtime environment does not match, the software container is run in a different runtime environment that matches both the static and runtime parameters.


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