公开(公告)号：US10685279B2

公开(公告)日：2020-06-16

申请号：US15420754

申请日：2017-01-31

Applicant: SPLUNK INC.

Inventor： Adam Jamison Oliner ,  Nghi Huu Nguyen ,  Jacob Leverich ,  Zidong Yang

IPC: G06F17/00 ,  G06N3/04 ,  G06F16/26 ,  G06F16/25

Abstract: Systems and methods include obtaining a set of events, each event in the set of events comprising a time-stamped portion of raw machine data, the raw machine data produced by one or more components within an information technology or security environment and reflects activity within the information technology or security environment. Thereafter, a first neural network is used to automatically identify variable text to extract as a field from the set of events. An indication of the variable text is provided as a field extraction recommendation, for example, to a user device for presentation to a user.