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. 28, 2021

Filed:

Apr. 10, 2018
Applicant:

Red Hat Israel, Ltd., Raanana, IL;

Inventors:

Boaz Shuster, Kefar Saba, IL;

Oded Ramraz, Wellesley, MA (US);

Assignee:

RED HAT ISRAEL, LTD., Raanana, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/00 (2013.01); G06F 12/02 (2006.01); G06F 21/56 (2013.01); G06N 20/00 (2019.01); G06F 16/28 (2019.01);
U.S. Cl.
CPC ...
G06F 12/0253 (2013.01); G06F 16/285 (2019.01); G06F 21/566 (2013.01); G06N 20/00 (2019.01); G06F 2212/1041 (2013.01); G06F 2212/1052 (2013.01); G06F 2221/034 (2013.01);
Abstract

Methods, systems, and computer program products are included for the intelligent garbage collection of containers. An example method includes providing a garbage collection data structure, the garbage collection data structure including metadata and one or more resource consumption parameters corresponding to the container. The one or more resource consumption parameters are analyzed by a machine-learning function. Based on the analyzing, the container is classified into one or more classes, the one or more classes including at least one of a suspicious container class, a malicious container class, or a normal container class. Based on the classifying, one or more garbage collection actions are performed on the container, including at least one of generating an alert corresponding to the container or reducing the resource consumption of the container.


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