Cisco Technology, Inc.

Alexander Johnson

Kristal Curtis

Nghi Huu Nguyen

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.

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Boston, MA, United States of America

Alexander Johnson