公开(公告)号：US11501238B2

公开(公告)日：2022-11-15

申请号：US14859241

申请日：2015-09-18

Applicant: Splunk Inc.

Inventor： Tristan Antonio Fletcher ,  Asmita Puri ,  Alok Anant Bhide

IPC: G06Q10/06

Abstract: A service monitoring system (SMS) produces key performance indicator (KPI) scores that indicate the performance of a service. To produce the KPI scores, the SMS may process the data for a large number of machine entities that perform the service. This data can be processed on a per-entity basis to produce a per-entity KPI score representing the contribution of a particular machine to the overall KPI. The per-entity KPI scores can be transformed to statistical representations which can be visualized as a distribution stream graph. The visualization may be presented with interactive aspects.

公开(公告)号：US11250068B2

公开(公告)日：2022-02-15

申请号：US16460423

申请日：2019-07-02

Applicant: SPLUNK INC.

Inventor： Brian Bingham ,  Tristan Fletcher ,  Alok Anant Bhide

IPC: G06F16/9038 ,  G06F16/901 ,  G06F16/9032 ,  G06F16/903 ,  G06F16/2458 ,  G06F16/26 ,  G06F3/0488 ,  G06F3/0482 ,  G06F9/455 ,  G06F11/32 ,  G06F11/34

Abstract: The disclosed system and method acquire and store performance measurements relating to performance of a component in an information technology (IT) environment and log data produced by the IT environment, in association with corresponding time stamps. The disclosed system and method correlate at least one of the performance measurements with at least one of the portions of log data.

公开(公告)号：US11087263B2

公开(公告)日：2021-08-10

申请号：US15088093

申请日：2016-03-31

Applicant: Splunk Inc.

Inventor： Brent Stephen Boe ,  Rochit Gupta ,  Rehan Mulla ,  Tristan Antonio Fletcher ,  Alok Anant Bhide

IPC: G06Q10/06 ,  H04L12/24

Abstract: An automatic service monitor in an information technology environment has its operation controlled by information that, in part, define entities that perform services and define key performance indicators (KPIs) that indicate measures of performance of the services. KPIs are defined in terms of search queries applied against machine data by or about the entities that perform the services. The search query aspects of multiple KPI definitions may be tied to a shared base search. Implementation of the shared base search may permit improved performance of the service monitor and may permit a reduction in administrative burden.

公开(公告)号：US10776719B2

公开(公告)日：2020-09-15

申请号：US16244817

申请日：2019-01-10

Applicant: Splunk Inc.

Inventor： Sonal Maheshwari ,  Manish Sainani ,  Leonid Alekseyev ,  Alan Hardin ,  Jacob Barton Leverich ,  Adam Jamison Oliner ,  Brian Reyes ,  Alok Anant Bhide

IPC: H04L29/06 ,  G06N20/00

Abstract: Techniques are disclosed for providing adaptive thresholding technology for Key Performance Indicators (KPIs) that are updated using training data. Adaptive thresholding technology may automatically assign new values or adjust existing values for one or more thresholds of one or more time policies. Assigning threshold values using adaptive thresholding may involve identifying training data (e.g., historical data, simulated data, or example data) for the time frames and analyzing the training data to identify variations within the data (e.g., patterns, distributions, trends). A threshold value may be determined based on the variations and may be assigned to one or more of the thresholds without additional user intervention.

公开(公告)号：US10572518B2

公开(公告)日：2020-02-25

申请号：US15799403

申请日：2017-10-31

Applicant: Splunk Inc.

Inventor： Tristan Antonio Fletcher ,  Alok Anant Bhide

IPC: H04L29/06 ,  G06F16/33 ,  G06F16/903 ,  H04L12/24 ,  H04L12/26 ,  G06Q10/06 ,  G06F3/0482 ,  G06F3/0484 ,  H04L29/08

Abstract: One or more processing devices derive values indicative of various aspects of how a particular service in an information technology (IT) environment is performing at a point in time or for a period of time. The values are derived by a search query over machine data associated with the one or more entities that provide the service. The one or more processing devices define and apply time varying static thresholds in respect to the values. A user (e.g., IT manager) may be enabled to manipulate or define multiple sets of KPI thresholds that vary over time.

公开(公告)号：US10565263B2

公开(公告)日：2020-02-18

申请号：US15421382

申请日：2017-01-31

Applicant: Splunk Inc.

Inventor： Brian Bingham ,  Tristan Fletcher ,  Alok Anant Bhide

IPC: G06F16/9038 ,  G06F16/33 ,  G06F16/2458 ,  G06F16/903 ,  G06F3/0484 ,  G06F3/0482

Abstract: The disclosed system and method acquire and store performance measurements relating to performance of a component in an information technology (IT) environment and log data produced by the IT environment, in association with corresponding time stamps. The disclosed system and method correlate at least one of the performance measurements with at least one of the portions of log data.

公开(公告)号：US10536353B2

公开(公告)日：2020-01-14

申请号：US15224554

申请日：2016-07-31

Applicant: Splunk Inc.

Inventor： Rochit Gupta ,  George Daloukov ,  Alok Anant Bhide ,  Alan Vincent Hardin

IPC: H04L29/06 ,  H04L12/26 ,  G06F3/0482 ,  H04L29/08 ,  G06F16/951

Abstract: An automatic service monitor in an information technology environment has its operation controlled by information that, in part, defines entities that perform services and defines key performance indicators (KPIs) that indicate measures of performance of the services. Additional information controls the operation of the service monitor with respect to reporting KPI data on system dashboards based on design templates. Data sources associated with one service that help populate a design template are automatically swapped for data sources associated with a different service to produce automatic dashboard variants.

公开(公告)号：US20190324992A1

公开(公告)日：2019-10-24

申请号：US16460423

申请日：2019-07-02

Applicant: SPLUNK INC.

Inventor： Brian Bingham ,  Tristan Fletcher ,  Alok Anant Bhide

IPC: G06F16/9038 ,  G06F3/0482 ,  G06F16/9032 ,  G06F16/901 ,  G06F16/2458 ,  G06F9/455 ,  G06F3/0488 ,  G06F16/903 ,  G06F11/32 ,  G06F16/26

Abstract: The disclosed system and method acquire and store performance measurements relating to performance of a component in an information technology (IT) environment and log data produced by the IT environment, in association with corresponding time stamps. The disclosed system and method correlate at least one of the performance measurements with at least one of the portions of log data.

公开(公告)号：US20180307734A1

公开(公告)日：2018-10-25

申请号：US16000745

申请日：2018-06-05

Applicant: Splunk Inc.

Inventor： Brian Bingham ,  Tristan Fletcher ,  Alok Anant Bhide

IPC: G06F17/30 ,  G06T11/20 ,  G06F9/455 ,  G06F3/0484

CPC classification number: G06F16/248 ,  G06F3/04847 ,  G06F9/45558 ,  G06F16/22 ,  G06F16/2477 ,  G06F2009/45591 ,  G06T11/20 ,  G06T11/206

Abstract: The disclosed system and method acquire and store performance measurements relating to performance of a component in an information technology (IT) environment and log data produced by the IT environment, in association with corresponding time stamps. The disclosed system and method correlate at least one of the performance measurements with at least one of the portions of log data.

公开(公告)号：US20180075134A1

公开(公告)日：2018-03-15

申请号：US15814320

申请日：2017-11-15

Applicant: Splunk Inc.

Inventor： Tristan Antonio Fletcher ,  Alok Anant Bhide

IPC: G06F17/30 ,  H04L12/24 ,  H04L12/26 ,  G06F3/0482 ,  H04L29/08 ,  G06Q10/06 ,  H04L29/06

CPC classification number: G06F16/334 ,  G06F3/0482 ,  G06F3/04842 ,  G06F16/903 ,  G06Q10/06393 ,  H04L29/08072 ,  H04L41/0686 ,  H04L41/069 ,  H04L41/22 ,  H04L41/5009 ,  H04L41/5032 ,  H04L43/04 ,  H04L63/145

Abstract: A system, method and graphical user interface (GUI) for creating a new correlation search based on fluctuations in key performance indicators (KPIs) displayed in a set of graph lanes. The graph lanes may provide graphical visualizations of the KPIs associated with one or more services and may assist a user in identifying a situation (e.g., problem or a pattern of interest) in the performance of the services. The graph lanes can be adjusted (e.g., add graph lanes, zooming-in) in order to display the situation, at which point a new correlation search may be generated to detect if the situation reoccurs. The system may generate the new correlation search by iterating through the set of graph lanes and analyzing the fluctuations of each KPI to determine triggering criteria. The system may then run the correlation search and generate a notable event or alarm when the situation reoccurs.