IP Library Granted Patent US 12,346,542
Granted Patent B1
US 12,346,542 · App. 18/403,594 · Granted Jul 1, 2025

Presenting events based on selected search option

Inventors: Cory Eugene Burke (San Bruno, CA); Katherine Kyle Feeney (Oakland, CA); Divanny I. Lamas (San Francisco, CA); Marc Vincent Robichaud (San Francisco, CA); Matthew G. Ness (Oakland, CA); Clara E. Lee (Pacifica, CA)
G06F3/04842G06F3/0482G06F3/04847G06F16/221G06F16/242G06F16/2455G06F16/248G06F16/252G06F16/951G06F40/18G06V10/22G06F9/451G06F16/2425
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Quick Facts
Patent No.
US 12,346,542
App. No.
18/403,594
Granted
Jul 1, 2025
Kind
B1
Abstract

In embodiments of field value search drill down, a search system exposes a search interface that displays one or more events returned as a search result set. A field-value pair can be emphasized in the field-value pairs of an event displayed in the search interface, and a menu is displayed with search options that are selectable to operate on the emphasized field-value pair of the event. The menu includes the search options to add search criteria of the emphasized field-value pair to a search command in a search bar of the search interface, exclude the search criteria of the emphasized field-value pair from a search, or create a new data search based on the emphasized field-value pair. A selection of one of the search options in the menu can be received, and the search command in the search bar is updated based on the search option that is selected.

Claims (41)

1. A computer-implemented method, comprising:

receiving, at a computing device, first input indicating a selection of a segment in event raw data of an event in a display of a set of events in a search interface;

causing, in response to the first input indicating the selection of the segment in the event raw data of the event, display of selectable search options;

receiving second input corresponding to a selection of a search option of the selectable search options; and

causing, in response to the second input, display of a second set of events corresponding to the search option.

2. The computer-implemented method of claim 1 , wherein the second set of events is retrieved by executing a search command that is generated based on the selected search option operating on the segment.

3. The computer-implemented method of claim 1 , wherein the set of events are a results set of performing an initial search command displayed in the search interface.

4. The computer-implemented method of claim 1 , wherein the selectable search options are displayed within a menu that is proximate to the selected segment within the search interface.

5. The computer-implemented method of claim 1 , wherein the selectable search options include an add to search option, an exclude from search option, or a new search option.

6. The computer-implemented method of claim 1 , wherein the selectable search options include an add to search option that is selectable to automatically add text defining search criteria to a search command.

7. The computer-implemented method of claim 1 , wherein the selectable search options include an exclude from search option that is selectable to automatically add text defining search criteria to a search command.

8. The computer-implemented method of claim 1 , wherein the selectable search options include a new search option that is selectable to automatically create a new data search based on the selected segment.

9. The computer-implemented method of claim 1 , wherein the display of the selectable search options further includes an indication of a number of events of the set of events that include the selected segment.

10. The computer-implemented method of claim 1 , wherein the display of the selectable search options further includes an indication of a number of events of the set of events that exclude the selected segment.

11. The computer-implemented method of claim 1 , wherein the selectable search options are further displayed with selectable interface links each associated with a particular search option of the selectable search options, and wherein a selectable interface link, when activated, initiates a new search interface.

12. The computer-implemented method of claim 1 , further comprising:

causing highlighting of the segment in the event raw data of the event.

13. The computer-implemented method of claim 1 , wherein the set of events are returned as a search result, the set of events being identified from collected data that comprises at least one of raw data, machine data, performance data, log data, diagnostic information, transformed data, or mashup data combined from multiple sources.

14. The computer-implemented method of claim 1 , wherein the set of events are returned as a search result performed using a late-binding schema on data collected from one or more sources, and wherein the event comprises a portion of raw data that is associated with a timestamp indicating a respective point in time associated with the event.

15. A computer-implemented system, comprising:

one or more processors; and

one or more computer-readable media storing instructions thereon that, when executed by the one or more processors, cause the one or more processors to perform operations comprising:

receiving, at a computing device, first input indicating a selection of a segment in event raw data of an event in a display of a set of events in a search interface;

causing, in response to the first input indicating the selection of the segment in the event raw data of the event, display of selectable search options;

receiving second input corresponding to a selection of a search option of the selectable search options; and

causing, in response to the second input, display of a second set of events corresponding to the search option.

16. The computer-implemented system of claim 15 , wherein the second set of events is retrieved by executing a search command that is generated based on the selected search option operating on the segment.

17. A computer-implemented method, comprising:

receiving, at a computing device, first input indicating a selection of a portion of a field-value pair from an event in a display of a set of events in a search interface, the field-value pair including a field name and a value for the field;

causing, in response to the first input indicating the selection of the segment in the event raw data of the event, display of selectable search options;

receiving second input corresponding to a selection of a search option of the selectable search options; and

causing, in response to the second input, display of a second set of events corresponding to the search option.

18. The computer-implemented method of claim 17 , wherein the second set of events is retrieved by executing a search command that is generated based on the selected search option operating on the portion of the field-value pair.

19. A computer-implemented system, comprising:

one or more processors; and

one or more computer-readable media storing instructions thereon that, when executed by the one or more processors, cause the one or more processors to perform operations comprising:

receiving, at a computing device, first input indicating a selection of a portion of a field-value pair from an event in a display of a set of events in a search interface, the field-value pair including a field name and a value for the field;

causing, in response to the first input indicating the selection of the portion of the field-value pair from the event, display of selectable search options;

receiving second input corresponding to a selection of a search option of the selectable search options; and

causing, in response to the second input, display of a second set of events corresponding to the search option.

20. The computer-implemented system of claim 19 , wherein the second set of events is retrieved by executing a search command that is generated based on the selected search option operating on the portion of the field-value pair.

Assignments (4)
CHANGE OF NAME Recorded Jul 22, 2025
From: SPLUNK INC.
To: SPLUNK LLC
Reel/Frame 072170/0599 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 22, 2025
From: SPLUNK LLC
To: CISCO TECHNOLOGY, INC.
Reel/Frame 072173/0058 →
CHANGE OF NAME Recorded Jan 6, 2025
From: SPLUNK INC.
To: SPLUNK LLC
Reel/Frame 069826/0060 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 9, 2024
From: BURKE, CORY EUGENE; FEENEY, KATHERINE KYLE; LAMAS, DIVANNY I.; ROBICHAUD, MARC VINCENT; NESS, MATTHEW G.; LEE, CLARA E.
To: SPLUNK INC.
Reel/Frame 066065/0157 →
Continuity (12)
Continuation 17952950 · Sep 26, 2022
Continuation 16397393 · Apr 29, 2019
Continuation 14526406 · Oct 28, 2014
Provisional Application 62060545 · Oct 6, 2014
Provisional Application 62060551 · Oct 6, 2014
Provisional Application 62060560 · Oct 6, 2014
Provisional Application 62059988 · Oct 5, 2014
Provisional Application 62059989 · Oct 5, 2014
Provisional Application 62059993 · Oct 5, 2014
Provisional Application 62059994 · Oct 5, 2014
Provisional Application 62059998 · Oct 5, 2014
Provisional Application 62060001 · Oct 5, 2014
References Cited (229)
US 5381524A · Lewis et al. · 1995 [cited by applicant]
US 5410692A · Torres · 1995 [cited by examiner]
US 5594673A · Coffin · 1997 [cited by applicant]
US 5619688A · Bosworth · 1997 [cited by examiner]
US 5625812A · David · 1997 [cited by applicant]
US 5760770A · Bliss et al. · 1998 [cited by applicant]
US 5787411A · Groff · 1998 [cited by examiner]
US 5894311A · Jackson · 1999 [cited by applicant]
US 5966712A · Sabatini · 1999 [cited by examiner]
US 5980078A · Krivoshein et al. · 1999 [cited by applicant]
US 5982370A · Kamper · 1999 [cited by examiner]
US 5999179A · Kekic · 1999 [cited by examiner]
US 6072493A · Driskell · 2000 [cited by examiner]
US 6282551B1 · Anderson et al. · 2001 [cited by applicant]
US 6430584B1 · Comer et al. · 2002 [cited by applicant]
US 6438565B1 · Ammirato et al. · 2002 [cited by applicant]
US 6493703B1 · Knight · 2002 [cited by examiner]
US 6513033B1 · Trauring · 2003 [cited by applicant]
US 6549216B1 · Schumacher · 2003 [cited by examiner]
US 6553317B1 · Lincoln · 2003 [cited by examiner]
US 6597957B1 · Beakley · 2003 [cited by applicant]
US 6626959B1 · Moise et al. · 2003 [cited by applicant]
US 6691254B2 · Kaler et al. · 2004 [cited by applicant]
US 6768997B2 · Schirmer · 2004 [cited by examiner]
US 6775682B1 · Bellamkonda et al. · 2004 [cited by applicant]
US 6851088B1 · Conner et al. · 2005 [cited by applicant]
US 6976031B1 · Toupal · 2005 [cited by examiner]
US 7034710B2 · Falada et al. · 2006 [cited by applicant]
US 7035925B1 · Nareddy et al. · 2006 [cited by applicant]
US 7085682B1 · Heller · 2006 [cited by examiner]
US 7131037B1 · Lefaive et al. · 2006 [cited by applicant]
US 7190382B1 · Retlich et al. · 2007 [cited by applicant]
US 7194695B1 · Racine · 2007 [cited by examiner]
US 7324108B2 · Hild et al. · 2008 [cited by applicant]
US 7376969B1 · Njemanze · 2008 [cited by examiner]
US 7461077B1 · Greenwood · 2008 [cited by applicant]
US 7480647B1 · Murstein et al. · 2009 [cited by applicant]
US 7583187B1 · Cheng et al. · 2009 [cited by applicant]
US 7640496B1 · Chaulk et al. · 2009 [cited by applicant]
US 7703026B2 · Bechtold · 2010 [cited by examiner]
US 7750910B2 · Hild et al. · 2010 [cited by applicant]
US 7800613B2 · Hanrahan et al. · 2010 [cited by applicant]
US 7925660B2 · Dieberger et al. · 2011 [cited by applicant]
US 7937344B2 · Baum et al. · 2011 [cited by applicant]
US 8019579B1 · Wey · 2011 [cited by examiner]
US 8112425B2 · Baum et al. · 2012 [cited by applicant]
US 8140563B2 · Midgley · 2012 [cited by examiner]
US 8150815B2 · Man et al. · 2012 [cited by applicant]
US 8150960B2 · Kumbalimutt · 2012 [cited by applicant]
US 8296412B2 · Secor et al. · 2012 [cited by applicant]
US 8412696B2 · Zhang et al. · 2013 [cited by applicant]
US 8429630B2 · Nickolov et al. · 2013 [cited by applicant]
US 8577911B1 · Stepinski et al. · 2013 [cited by applicant]
US 8583631B1 · Ganapathi et al. · 2013 [cited by applicant]
US 8589403B2 · Marquardt et al. · 2013 [cited by applicant]
US 8682925B1 · Marquardt et al. · 2014 [cited by applicant]
US 8707194B1 · Jenkins et al. · 2014 [cited by applicant]
US 8712993B1 · Ordonez · 2014 [cited by applicant]
US 8751529B2 · Zhang et al. · 2014 [cited by applicant]
US 8752014B2 · Harmon · 2014 [cited by applicant]
US 8788525B2 · Neels et al. · 2014 [cited by applicant]
US 8826434B2 · Merza · 2014 [cited by applicant]
US 8874502B2 · Williamson · 2014 [cited by applicant]
US 9124612B2 · Vasan et al. · 2015 [cited by applicant]
US 9130971B2 · Vasan et al. · 2015 [cited by applicant]
US 9215240B2 · Merza et al. · 2015 [cited by applicant]
US 9223772B2 · Folting et al. · 2015 [cited by applicant]
US 9244899B1 · Greenbaum · 2016 [cited by applicant]
US 9424333B1 · Bisignani et al. · 2016 [cited by applicant]
US 9507848B1 · Li · 2016 [cited by examiner]
US 9578088B2 · Nickolov et al. · 2017 [cited by applicant]
US 10127258B2 · Lamas et al. · 2018 [cited by applicant]
US 20020049713A1 · Khemlani · 2002 [cited by examiner]
US 20020091690A1 · Bailey et al. · 2002 [cited by applicant]
US 20020194166A1 · Fowler · 2002 [cited by applicant]
US 20030007009A1 · Haley · 2003 [cited by applicant]
US 20030100999A1 · Markowitz · 2003 [cited by examiner]
US 20030217043A1 · Weiss et al. · 2003 [cited by applicant]
US 20040001092A1 · Rothwein et al. · 2004 [cited by applicant]
US 20040010564A1 · Imaida · 2004 [cited by examiner]
US 20040030741A1 · Wolton · 2004 [cited by examiner]
US 20040186826A1 · Choi et al. · 2004 [cited by applicant]
US 20040220893A1 · Spivack et al. · 2004 [cited by applicant]
US 20040236757A1 · Caccavale et al. · 2004 [cited by applicant]
US 20040254919A1 · Giuseppini · 2004 [cited by examiner]
US 20050015624A1 · Ginter et al. · 2005 [cited by applicant]
US 20050027845A1 · Secor et al. · 2005 [cited by applicant]
US 20050066027A1 · Hakiel et al. · 2005 [cited by applicant]
US 20050086187A1 · Grosser et al. · 2005 [cited by applicant]
US 20050086239A1 · Swann et al. · 2005 [cited by applicant]
US 20050091198A1 · Dettinger · 2005 [cited by examiner]
US 20050114321A1 · DeStefano · 2005 [cited by examiner]
US 20050154727A1 · O'Halloran et al. · 2005 [cited by applicant]
US 20050182722A1 · Meyer et al. · 2005 [cited by applicant]
US 20050234894A1 · Tenazas · 2005 [cited by examiner]
US 20050261999A1 · Rowady, Jr. · 2005 [cited by examiner]
US 20060069635A1 · Ram et al. · 2006 [cited by applicant]
US 20060100974A1 · Dieberger et al. · 2006 [cited by applicant]
US 20060143563A1 · Sauermann · 2006 [cited by applicant]
US 20060161581A1 · George et al. · 2006 [cited by applicant]
US 20060161816A1 · Gula et al. · 2006 [cited by applicant]
US 20060176284A1 · Cheng · 2006 [cited by applicant]
US 20060184529A1 · Berg · 2006 [cited by examiner]
US 20060224583A1 · Fikes · 2006 [cited by examiner]
US 20060224995A1 · Treibach-Heck et al. · 2006 [cited by applicant]
US 20060253205A1 · Gardiner · 2006 [cited by applicant]
US 20070094230A1 · Subramaniam et al. · 2007 [cited by applicant]
US 20070100471A1 · Kumar et al. · 2007 [cited by applicant]
US 20070100878A1 · Fielding · 2007 [cited by examiner]
US 20070118491A1 · Baum et al. · 2007 [cited by applicant]
US 20070118504A1 · Subramaniam et al. · 2007 [cited by applicant]
US 20070118642A1 · Kumbalimutt · 2007 [cited by applicant]
US 20070130585A1 · Perret · 2007 [cited by examiner]
US 20070156669A1 · Marchisio et al. · 2007 [cited by applicant]
US 20070214164A1 · MacLennan et al. · 2007 [cited by applicant]
US 20070266149A1 · Cobb et al. · 2007 [cited by applicant]
US 20070280123A1 · Atkins · 2007 [cited by examiner]
US 20080028340A1 · Davis · 2008 [cited by applicant]
US 20080046805A1 · Shewchenko et al. · 2008 [cited by applicant]
US 20080071580A1 · Marcus · 2008 [cited by examiner]
US 20080086363A1 · Kass et al. · 2008 [cited by applicant]
US 20080091466A1 · Butler · 2008 [cited by examiner]
US 20080104542A1 · Cohen et al. · 2008 [cited by applicant]
US 20080126030A1 · Jain et al. · 2008 [cited by applicant]
US 20080162428A1 · Gaurav · 2008 [cited by examiner]
US 20080181123A1 · Huang et al. · 2008 [cited by applicant]
US 20080215546A1 · Baum et al. · 2008 [cited by applicant]
US 20080228442A1 · Lippincott et al. · 2008 [cited by applicant]
US 20080244582A1 · Brown et al. · 2008 [cited by applicant]
US 20080270369A1 · Myerson et al. · 2008 [cited by applicant]
US 20080270446A1 · Gossweiler et al. · 2008 [cited by applicant]
US 20080319942A1 · Courdy · 2008 [cited by examiner]
US 20090164915A1 · Gasn et al. · 2009 [cited by applicant]
US 20090182769A1 · Feng · 2009 [cited by applicant]
US 20090192985A1 · Bolls et al. · 2009 [cited by applicant]
US 20090249248A1 · Burckart et al. · 2009 [cited by applicant]
US 20090299998A1 · Kim · 2009 [cited by examiner]
US 20090300544A1 · Psenka et al. · 2009 [cited by applicant]
US 20090327852A1 · MacGregor et al. · 2009 [cited by applicant]
US 20100030888A1 · Nawabzada et al. · 2010 [cited by applicant]
US 20100049692A1 · Astito et al. · 2010 [cited by applicant]
US 20100057684A1 · Williamson · 2010 [cited by applicant]
US 20100083151A1 · Lanza et al. · 2010 [cited by applicant]
US 20100122152A1 · Chamberlain et al. · 2010 [cited by applicant]
US 20100122194A1 · Rogers · 2010 [cited by applicant]
US 20100205521A1 · Folting · 2010 [cited by applicant]
US 20100211564A1 · Cohen et al. · 2010 [cited by applicant]
US 20100228752A1 · Folting et al. · 2010 [cited by applicant]
US 20100313127A1 · Gosper et al. · 2010 [cited by applicant]
US 20110032260A1 · Duggan et al. · 2011 [cited by applicant]
US 20110099500A1 · Smith · 2011 [cited by examiner]
US 20110209040A1 · Zeine et al. · 2011 [cited by applicant]
US 20110213488A1 · Suzuki · 2011 [cited by examiner]
US 20110261055A1 · Wong et al. · 2011 [cited by applicant]
US 20110264667A1 · Harizopoulos et al. · 2011 [cited by applicant]
US 20110270678A1 · Drummond et al. · 2011 [cited by applicant]
US 20110289062A1 · Jing · 2011 [cited by examiner]
US 20110302221A1 · Tobin et al. · 2011 [cited by applicant]
US 20110314148A1 · Petersen · 2011 [cited by examiner]
US 20120011474A1 · Kashik et al. · 2012 [cited by applicant]
US 20120072817A1 · Dubey et al. · 2012 [cited by applicant]
US 20120102396A1 · Arksey et al. · 2012 [cited by applicant]
US 20120124072A1 · Vaidyanathan et al. · 2012 [cited by applicant]
US 20120167006A1 · Tillert et al. · 2012 [cited by applicant]
US 20120192066A1 · Fox et al. · 2012 [cited by applicant]
US 20120198364A1 · Bornheimer et al. · 2012 [cited by applicant]
US 20120198365A1 · Bornheimer et al. · 2012 [cited by applicant]
US 20120198415A1 · Brandt · 2012 [cited by applicant]
US 20120246303A1 · Petersen · 2012 [cited by examiner]
US 20120265727A1 · Naryzhnyy et al. · 2012 [cited by applicant]
US 20120265805A1 · Samdadiya · 2012 [cited by examiner]
US 20120317016A1 · Hughes · 2012 [cited by applicant]
US 20120323690A1 · Michael · 2012 [cited by examiner]
US 20130086587A1 · Naik et al. · 2013 [cited by applicant]
US 20130111576A1 · Devine et al. · 2013 [cited by applicant]
US 20130151491A1 · Gislason · 2013 [cited by applicant]
US 20130151563A1 · Addepalli et al. · 2013 [cited by applicant]
US 20130179793A1 · Duggan et al. · 2013 [cited by applicant]
US 20130179807A1 · Day · 2013 [cited by applicant]
US 20130212125A1 · Wierenga · 2013 [cited by examiner]
US 20130282710A1 · Raghavan et al. · 2013 [cited by applicant]
US 20130283398A1 · Wu · 2013 [cited by applicant]
US 20130304547A1 · Adler et al. · 2013 [cited by applicant]
US 20130305183A1 · Kumagai et al. · 2013 [cited by applicant]
US 20130318236A1 · Coates et al. · 2013 [cited by applicant]
US 20130332387A1 · Mirra et al. · 2013 [cited by applicant]
US 20130332478A1 · Bornea et al. · 2013 [cited by applicant]
US 20130332479A1 · Liu et al. · 2013 [cited by applicant]
US 20130332862A1 · Mirra et al. · 2013 [cited by applicant]
US 20140006871A1 · Lakshmanan et al. · 2014 [cited by applicant]
US 20140032694A1 · Cohn et al. · 2014 [cited by applicant]
US 20140040343A1 · Nickolov et al. · 2014 [cited by applicant]
US 20140053070A1 · Powers et al. · 2014 [cited by applicant]
US 20140108437A1 · Brown · 2014 [cited by examiner]
US 20140149393A1 · Bhatt et al. · 2014 [cited by applicant]
US 20140160238A1 · Yim et al. · 2014 [cited by applicant]
US 20140297666A1 · Morris · 2014 [cited by applicant]
US 20140304596A1 · Chandran et al. · 2014 [cited by applicant]
US 20140324862A1 · Bingham et al. · 2014 [cited by applicant]
US 20140344622A1 · Huang · 2014 [cited by examiner]
US 20140372433A1 · Dougherty · 2014 [cited by applicant]
US 20150019537A1 · Neels et al. · 2015 [cited by applicant]
US 20150058318A1 · Blackwell et al. · 2015 [cited by applicant]
US 20150095342A1 · Li et al. · 2015 [cited by applicant]
US 20150106748A1 · Monte et al. · 2015 [cited by applicant]
US 20150109305A1 · Black · 2015 [cited by examiner]
US 20150294256A1 · Mahesh et al. · 2015 [cited by applicant]
US 20160188744A1 · Ito et al. · 2016 [cited by applicant]
US 20160275453A1 · Powers et al. · 2016 [cited by applicant]
US 20160321589A1 · Powers et al. · 2016 [cited by applicant]
US 20160357722A1 · Folting · 2016 [cited by applicant]
US 20170140039A1 · Neels et al. · 2017 [cited by applicant]
Bitincka, L., et al., “Optimizing Data Analysis with a Semi-structured Time Series Database,” Proceedings of the 2010 Workshop on Managing Systems Via Log Analysis and Machine Learning Techniques, pp. 1-9 (Oct. 3, 2010). [cited by applicant]
Bumgarner, V., “Implementing Splunk: Big Data Reporting and Development for Operational Intelligence”, Available at: http://2.droppdf.com/files/ug81f/implementing-splunk.pdf, Jan. 2013, pp. 448. [cited by applicant]
Carasso, D., “Exploring Splunk”, Search Processing Language (SPL) Primer and Cookbook, First Edition Published Apr. 2012, CITO Research, New York, New York, pp. 156. [cited by applicant]
Citation of Link to Application Available Online: Data Wrangler Application, Available at: http://vis.stanford.edu/wrangler/app. Copyright 2011-2013 Stanford Visualization Group.Last accessed Dec. 15, 2015. [cited by applicant]
Citation of Link to Video Available Online: Wrangling Big Data from the CPG Industry with Cloudera & Trifacta, Published Oct. 20, 2014, Available at: https://www.youtube.com/watch?v=WuBjZzq8bWw, Last Accessed Dec. 15, 2… [cited by applicant]
Display query system event subset—Bing, Retrieved from Internet URL: http://www.bing.com/search?q=display%20query%20system%20event%20subset&qs=n&f, p. 1 (Apr. 4, 2016). [cited by applicant]
Field Extractor App-SPLUNK (see https://www.youtube.com/watch?v=Gfl9Cm9v64Y video; published Jul. 12, 2013; 2 pages. [cited by applicant]
Kandel, S., et al., “Wrangler: Interactive visual specification of data transformation scripts,” In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 3363-3372 (May 7-12, 2011). [cited by applicant]
Lam, H., et al., “Session Viewer: Visual Exploratory Analysis of Web Session Logs”, IEEE Symposium on Visual Analytics Science and Technology, University of British Columbia, Google, Inc. IEEE, pp. 1-8 (2007). [cited by applicant]
Screen shot Splunk Education: Basic Available at: Youtube; https://gcc02.safelinks.protection.outlook.com/?url=https%3A%2F%2Fyoutu .be%2FjQ5RJ Re4izMdata=04%?CO 1%7Clinh.pham2%40uspto.gov%7C0e8c5ac00a414d40a11608d927c06… [cited by applicant]
Screen shot Splunk Education: Basic Part 2 Available at: https://gcc02.safelinks.protection.outlook.com/?url=https%3A%2F%2Fyoutube%2FXbFcwP7Kr_Idata=04%7CO1%7Clinh.pham2%40uspto.gov%7Cdec6687634674bd4e5b308d927f80774%7C… [cited by applicant]
Snasel, V, et al., “Using Nonnegative Matrix Factorization and Concept Lattice Reduction to visualizing data”, 2008 First International Conference on the Applications of Digital Information and Web Technologies (ICADIWT… [cited by applicant]
Splunk Cloud 8.0.2004 User Manual, available online, retrieved May 20, 2020 from docs.splunk.com, pp. 66. [cited by applicant]
Splunk Enterprise Security User Manual 2.0 (2012). Splunk Inc. 141 pages. Retrieved Oct. 14, 2016 from the Internet <https://web.archive.org/web/20120331145644/http://docs.splunk.com/Documentation/ES/latest/User/Overvie… [cited by applicant]
Splunk Quick Reference Guide, updated 2019, available online at https://www.splunk.com/pdfs/solution-guides/splunk-quick-reference-guide.pdf, retrieved May 20, 2020, pp. 6. [cited by applicant]
VSphere Monitoring and Performance, Update 1, vSphere 5.5, EN-001357-00, accessed at https://web.archive.org/web/20140913043828/http://pubs.vmware.com/vsphere-55/topic/com.vmware.ICbase/PDF/vsphere-esxi-vcenter-server-5… [cited by applicant]
Zhu, W.D., et al., “IBM Watson Content Analytics; Discovering Actionable Insight from Your Content” IBM, International Technical Support Organization, ibm.com/redbooks, pp. 598 (Jul. 2014). [cited by applicant]