Patent · US Active

Anomaly detection by analyzing logs using machine learning

US12056000B1 · kind B1 · utility

1Cited by

4References

20Claims

0Family size

Assignee

Juniper Networks, Inc. · US

Inventors

Jerry Kawata · Honey Gables, CA
Manish Talwar · Lunenburg, US
Avanthi Boyapati · Nashua, US
Ajay Kachrani · Nashua, US
Gert Grammel · Ditzingen, DE
Manjunath Ramappa Tahasildar · Ottawa, CA
Harshit Sharma · Ashti, IN

Key dates

Filing date	Feb 25, 2022
Grant date	Aug 6, 2024
Priority date	—
Expiry date	Feb 25, 2042

Classification

Technology area (CPC G)Physics
CPC primaryG06F11/3476
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

In some implementations, a device may obtain a log file that includes a plurality of log entries. The device may identify a sequence of log entries, of the plurality of log entries, that are associated with a resource. The device may process the sequence of log entries to generate a sequence of log templates. The device may process the sequence of log templates to identify an anomaly associated with the sequence of log templates. The device may determine, based on the anomaly associated with the sequence of log templates, an anomaly associated with the sequence of log entries. The device may perform, based on the anomaly associated with the sequence of log entries, one or more actions.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.