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Machine learning based event monitoring

Grant US12587456B2 Kind: B2 Mar 24, 2026

Assignee

International Business Machines Corporation

Inventors

Madeleine Frost, Luke Taher, Shazia Jamil Kayani, Matas Bartosevicius

Abstract

Computer hardware and/or software that performs the following operations: (i) identifying rules for relating events in an event monitoring system; (ii) determining an event window having a set of related events within a particular time window, based, at least in part, on the rules; (iii) classifying the event window as actionable by applying a machine learning based classification model to information pertaining to the event window, the information originating from a plurality of data sources; and (iv) creating an event ticket for the event window in the event monitoring system.

CPC Classifications

H04L 43/04 H04L 41/12 H04L 41/16 G06F 11/1687 G06N 20/00

Filing Date

2022-03-01

Application No.

17683713

Claims

19