SEGMENTING MACHINE DATA INTO EVENTS BASED ON SOURCE SIGNATURES

Patent №

US 11,599,400

Granted

2023-03-07

Filed 2021

Owner

SPLUNK INC.

Lab

—

AI components

nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17447408

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Methods and apparatus consistent with the invention provide the ability to organize and build understandings of machine data generated by a variety of information-processing environments. Machine data is a product of information-processing systems (e.g., activity logs, configuration files, messages, database records) and represents the evidence of particular events that have taken place and been recorded in raw data format. In one embodiment, machine data is turned into a machine data web by organizing machine data into events and then linking events together.

Natural language Knowledge representation Planning AI hardwareG06F 16/285G06F 9/54G06F 9/541G06F 9/542G06F 16/2358G06F 16/2455G06F 16/24564G06F 16/24573+7 more

Google Patents

AI classification

Planning1.00

Natural language0.99

AI hardware0.99

Knowledge representation0.98

Vision0.31

Machine learning0.15

Speech0.00

Evolutionary computation0.00

Ownership

SPLUNK INC.

assignment · 625710475

Assignors

BAUM, MICHAEL JOSEPH, CARASSO, R. DAVID, DAS, ROBIN KUMAR, HALL, BRADLEY, MURPHY, BRIAN PHILIP, SORKIN, STEPHEN PHILLIP, STECHERT, ANDRE DAVID, SWAN, ERIK M., GREENE, RORY, MEALY, NICHOLAS CHRISTIAN, NOREN, CHRISTINA

On an employer assignment, the assignors are typically the inventors.

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Cites (68)

Identifying Matching Event Data from Disparate Data SourcesUS 11,126,477 · 2021 Identifying Behavioral Patterns of Events Derived from Machine Data That Reveal Historical Behavior of an Information Technology EnvironmentUS 11,119,833 · 2021 Determining System Behavior Using Event Patterns in Machine DataUS 11,036,567 · 2021 Identifying Pattern Relationships In Machine DataUS 11,010,214 · 2021 STORING EVENTS DERIVED FROM LOG DATA AND PERFORMING A SEARCH ON THE EVENTS AND DATA THAT IS NOT LOG DATAUS 10,891,281 · 2021 PARSING EVENTS USING A SELECTED FIELD DELIMITER OPTIONUS 10,540,321 · 2020 MONITORING DATA QUEUES AND PROVIDING ALERTSUS 10,425,300 · 2019 IDENTIFYING SECURITY-RELATED EVENTS DERIVED FROM MACHINE DATA THAT MATCH A PARTICULAR PORTION OF MACHINE DATAUS 10,339,162 · 2019 UNIFORM STORAGE AND SEARCH OF SECURITY-RELATED EVENTS DERIVED FROM MACHINE DATA FROM DIFFERENT SOURCESUS 10,324,957 · 2019 IDENTIFICATION OF SYSTEMS WITH ANOMALOUS BEHAVIOUR USING EVENTS DERIVED FROM MACHINE DATA PRODUCED BY THOSE SYSTEMSUS 10,318,553 · 2019 IDENTIFYING RELATIONSHIPS BETWEEN NETWORK TRAFFIC DATA AND LOG DATAUS 10,318,555 · 2019 NETWORK SECURITY INVESTIGATION WORKFLOW LOGGINGUS 10,254,934 · 2019 TIME STAMP CREATION FOR EVENT DATAUS 10,255,312 · 2019 Storyboard Displays of Information Technology Investigative Events Along a TimelineUS 10,250,628 · 2019 Identifying System Performance Patterns in Machine DataUS 10,242,086 · 2019 SELECTING NETWORK SECURITY INVESTIGATION TIMELINES BASED ON IDENTIFIERSUS 10,237,292 · 2019 Event Time Selection Output TechniquesUS 10,127,258 · 2018 Creating Timeline Views of Information Technology Event InvestigationsUS 9,848,008 · 2017 Timeline Displays of Network Security Investigation EventsUS 9,516,052 · 2016 AUTOMATIC CREATION OF RULES FOR IDENTIFYING EVENT BOUNDARIES IN MACHINE DATAUS 9,384,261 · 2016 SEARCHING OF EVENTS DERIVED FROM MACHINE DATA USING FIELD AND KEYWORD CRITERIAUS 9,361,357 · 2016 Management Console for Network Security InvestigationsUS 9,363,149 · 2016 Identifying Events Derived From Machine Data That Match a Particular Portion of Machine DataUS 9,317,582 · 2016 Using Extractions to Search Events Derived From Machine DataUS 9,298,805 · 2016 IDENTIFYING EVENTS DERIVED FROM MACHINE DATA BASED ON AN EXTRACTED PORTION FROM A FIRST EVENTUS 9,292,590 · 2016

and 43 more

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