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