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. 20, 2025

Filed:

Jun. 10, 2021
Applicant:

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

Inventors:

Shirley M. Han, New York, NY (US);

Anbang Xu, San Jose, CA (US);

Rama Kalyani T. Akkiraju, Cupertino, CA (US);

Salil Ahuja, Washington, DC (US);

Xiaotong Liu, San Jose, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/1416 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract

An approach is disclosed that retrieves a set of current system data corresponding to a computer system and a set of current outputs from an anomaly detection model that is monitoring the computer system. The current system data and the anomaly detection model outputs are input to a trained anomaly detection supervisor model. The trained anomaly detection supervisor model processes the inputs and provides a set of performance data corresponding to the anomaly detection model. The anomaly detection model is then adjusted when the set of performance data indicates that the anomaly detection model is performing below a threshold.


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