US Patent 12086045 Systems and methods for machine-learning based alert grouping
Patent 12086045 was granted and assigned to Splunk on September, 2024 by the United States Patent and Trademark Office.
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US Patent 12086045 Systems and methods for machine-learning based alert grouping
A computerized method is disclosed for grouping alerts through machine learning. The method including receiving an alert to be assigned to any of a plurality of existing issues or to a newly created issue, wherein an issue is a grouping of alerts, determining a temporal distance between the alert and each of the existing issues, determining either of (i) a numerical distance between the alert and each of the existing issues for a particular numerical field, or (ii) a categorical distance between the alert and each of the existing issues for a particular categorical field, determining an overall distance between the alert and each of the existing issues, and assigning the alert to either (i) an existing issue having a shortest overall distance to the alert that satisfies one or more time constraints, or (ii) the newly created issue.
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