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:
Dec. 02, 2025
Filed:
Oct. 24, 2022
Splunk, Inc., San Francisco, CA (US);
Adam Oliner, San Francisco, CA (US);
Kristal Curtis, San Francisco, CA (US);
Nghi Huu Nguyen, Austin, TX (US);
Alexander Johnson, Boston, MA (US);
Cisco Technology, Inc., San Jose, CA (US);
Abstract
Implementations of the disclosure pertain to detecting mislabeling of a source type assigned to machine data through utilization of machine learning techniques. Operations of a computerized method for detecting the mislabeling include receiving machine data that has been assigned an initial source type upon receipt by a data intake and query system and parsing the data block into a plurality of events based on a source type definition of the initial source type. Further operations include generating a data representation of a first event being a portion of the machine data and is associated with a point in time, determining a predicted source type of the first event by at least analyzing the data representation through machine learning techniques, and performing a comparison between the predicted source type and the initial source type thereby determining whether the source type of the event was initially mislabeled.