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.
Patent No.:
Date of Patent:
Nov. 15, 2022
Filed:
Feb. 17, 2020
Kyndryl, Inc., New York, NY (US);
Awadesh Tiwari, Bengaluru, IN;
Amol Bhaskar Mahamuni, Bengaluru, IN;
Kamalakanta Mishra, Bengaluru, IN;
Kyndryl, Inc., New York, NY (US);
Abstract
Anomaly detection using zonal parameter characteristics and non-linear scoring is provided. Anomalous behavior characteristics of a parameter and group of parameters are identified within time series data using an optimal artificial intelligence model of a plurality of artificial intelligence models. Anomalies are detected based on the anomalous behavior characteristics of the parameter and the group of parameters within the time series data. The anomalies are classified into a corresponding anomaly category. A root cause of the anomalies is determined based on the corresponding anomaly category. One or more action steps are performed to remediate the root cause of the anomalies.