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：US20160132575A1

公开(公告)日：2016-05-12

申请号：US15000024

申请日：2016-01-18

Applicant: Splunk Inc.

Inventor： Tristan Antonio Fletcher ,  Alok Anant Bhide ,  Cary Glen Noel ,  Brian Reyes

IPC: G06F17/30

Abstract: A services monitoring system causes display of time-based graphical visualizations that each correspond to a different key performance indicator (KPI) reflecting how a service provided by one or more entities is performing. The graphical visualizations are all calibrated to a same time scale. Each KPI is defined by a search query that derives one or more values reflected in the graphical visualization for that KPI from machine data pertaining to the one or more entities that provide the service corresponding to the KPI.

Abstract translation: 服务监视系统引起基于时间的图形可视化的显示，其每个对应于反映一个或多个实体提供的服务如何执行的不同的关键性能指标（KPI）。 图形可视化都被校准到相同的时间尺度。 每个KPI由搜索查询定义，搜索查询从与提供与KPI对应的服务的一个或多个实体有关的机器数据中导出反映在该KPI的图形可视化中的一个或多个值。

公开(公告)号：US20160103559A1

公开(公告)日：2016-04-14

申请号：US14859233

申请日：2015-09-18

Applicant: Splunk Inc.

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

IPC: G06F3/0481 ,  G06F17/30 ,  G06T11/20

CPC classification number: G06F3/0481 ,  G06F3/04812 ,  G06F17/30548 ,  G06F17/30554 ,  G06Q10/00 ,  G06T11/206 ,  H04L67/1095

Abstract: Techniques are disclosed for providing a graphical user interface (GUI) for displaying and configuring adaptive or static thresholds for Key Performance Indicators (KPIs). The GUI may include one or more presentation schedules that may display threshold information associated with time policies. Each presentation schedule may include multiple time slots and span a portion of one or more time cycles. Some of the time slots may be associated with a specific time policy and may have a unifying appearance that distinguishes the time slots from timeslots associated with other time policies. The presentation schedules may arrange the time slots in a time grid arrangement (e.g., calendar grid view) or a graph arrangement with depictions (e.g., points, lines) that may illustrate KPI values and threshold markers that may illustrate the threshold values.

Abstract translation: 公开了用于提供用于显示和配置关键性能指标（KPI）的自适应或静态阈值的图形用户界面（GUI）的技术。 GUI可以包括可以显示与时间策略相关联的阈值信息的一个或多个呈现计划。 每个呈现时间表可以包括多个时隙并跨越一个或多个时间周期的一部分。 一些时隙可以与特定时间策略相关联，并且可以具有将时隙与与其他时间策略相关联的时隙区分开的统一外观。 呈现时间表可以以时间网格布置（例如，日历网格视图）或具有可以示出可以示出阈值的KPI值和阈值标记的图示（例如，点，线）的图形排列来布置时隙。

公开(公告)号：US11853361B1

公开(公告)日：2023-12-26

申请号：US17835542

申请日：2022-06-08

Applicant: Splunk Inc.

Inventor： Hemendra Singh Choudhary ,  Tristan Antonio Fletcher ,  Brian John Bingham ,  Fang I. Hsiao ,  Brian Reyes

IPC: H04L43/16 ,  G06F9/54 ,  H04L43/04 ,  H04L41/5009 ,  H04L41/50 ,  G06F3/0482 ,  H04L41/0806 ,  H04L43/045 ,  H04L41/22 ,  H04L67/51 ,  G06F16/951 ,  G06F16/9535 ,  G06F16/25 ,  G06F3/04847 ,  G06F3/0481 ,  G06Q10/0637 ,  G06F16/901 ,  G06F16/248 ,  G06F16/2453 ,  G06F3/04842 ,  G06F11/34 ,  G06F16/903 ,  G06F3/04817 ,  G06F16/26 ,  G06F16/2455 ,  H04L69/329 ,  H04L41/0213 ,  G06F16/33 ,  G06F16/9038 ,  G06F3/0484 ,  H04L43/091 ,  H04L43/55 ,  G06Q10/0639 ,  H04L67/10 ,  G06F11/32 ,  G06T11/20

CPC classification number: G06F16/903 ,  G06F3/0481 ,  G06F3/0482 ,  G06F3/0484 ,  G06F3/04817 ,  G06F3/04842 ,  G06F3/04847 ,  G06F9/542 ,  G06F11/321 ,  G06F11/34 ,  G06F16/248 ,  G06F16/2455 ,  G06F16/24542 ,  G06F16/252 ,  G06F16/26 ,  G06F16/334 ,  G06F16/9024 ,  G06F16/9038 ,  G06F16/90335 ,  G06F16/951 ,  G06F16/9535 ,  G06Q10/0637 ,  G06Q10/0639 ,  G06Q10/06393 ,  H04L41/0213 ,  H04L41/0806 ,  H04L41/22 ,  H04L41/5009 ,  H04L41/5032 ,  H04L43/04 ,  H04L43/045 ,  H04L43/091 ,  H04L43/16 ,  H04L43/55 ,  H04L67/10 ,  H04L67/51 ,  H04L69/329 ,  G06T11/206 ,  G06T2200/24

Abstract: A service monitoring system executing on one or more processors may have operations that are determined by control information. Control over the operation of the service monitoring system can be exerted through the use of a graphical interface. The graphical interface may present the control information of a new or existing correlation search definition for user interaction. The service monitoring system may maintain a data store of key performance indicator (KPI) data, where a KPI value in the data store is produced by a KPI-defining search query that derives the value from machine data associated with one or more entities that perform a monitored service. A correlation search definition of the service monitoring system determines how a search of the KPI data is conducted, how its data is evaluated to determine whether a triggering condition has been met, and, if so, determines what triggered action is to be initiated.

公开(公告)号：US20190147363A1

公开(公告)日：2019-05-16

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: G06N20/00

CPC classification number: 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：US20170329462A1

公开(公告)日：2017-11-16

申请号：US15662916

申请日：2017-07-28

Applicant: Splunk Inc.

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

IPC: G06F3/0481 ,  G06F17/30 ,  G06T11/20 ,  H04L29/08

CPC classification number: G06F3/0481 ,  G06F3/04812 ,  G06F16/2474 ,  G06F16/248 ,  G06Q10/06393 ,  G06Q10/109 ,  G06T11/206 ,  H04L67/1095

Abstract: Techniques are disclosed for providing a graphical user interface (GUI) for displaying and configuring adaptive or static thresholds for Key Performance Indicators (KPIs). The GUI may include one or more presentation schedules that may display threshold information associated with time policies. Each presentation schedule may include multiple time slots and span a portion of one or more time cycles. Some of the time slots may be associated with a specific time policy and may have a unifying appearance that distinguishes the time slots from timeslots associated with other time policies. The presentation schedules may arrange the time slots in a time grid arrangement (e.g., calendar grid view) or a graph arrangement with depictions (e.g., points, lines) that may illustrate KPI values and threshold markers that may illustrate the threshold values.

公开(公告)号：US10331742B2

公开(公告)日：2019-06-25

申请号：US15663733

申请日：2017-07-29

Applicant: Splunk Inc.

Inventor： Alok Anant Bhide ,  Brian John Bingham ,  Tristan Antonio Fletcher ,  Brian Reyes

IPC: G06F15/173 ,  G06F16/903 ,  G06Q10/06 ,  G06F16/26 ,  G06F16/248 ,  G06F16/25 ,  G06F16/33 ,  G06F16/951 ,  G06F16/2455 ,  G06F16/901 ,  G06F16/9038 ,  G06F16/9535 ,  G06F16/2453 ,  H04L12/24 ,  H04L12/26 ,  G06F3/0484 ,  G06F9/54 ,  G06F3/0481 ,  G06F3/0482 ,  H04L29/08 ,  G06F11/34 ,  G06F11/32 ,  G06T11/20

Abstract: One or more processing devices access a service definition for a service provided by one or more entities that each produce machine data or about which machine data is generated. The service definition identifies the entities that provide the service and, for each entity, identifying information for locating machine data pertaining to that entity. The processing devices access a key performance indicator (KPI) for the service that is defined by a search query that produces a value derived from the machine data pertaining to the entities identified in the service definition. The value indicates how the service is performing at a point in time or during a period of time and indicates a state of the KPI. A graphical interface is displayed and an indication of at least one threshold, which defines an end of a range of values representing a state of the KPI, for the KPI is received.

公开(公告)号：US20170339024A1

公开(公告)日：2017-11-23

申请号：US15663733

申请日：2017-07-29

Applicant: Splunk Inc.

Inventor： Alok Anant Bhide ,  Brian John Bingham ,  Tristan Antonio Fletcher ,  Brian Reyes

IPC: H04L12/24 ,  G06F3/0481 ,  H04L12/26 ,  G06F3/0482 ,  G06F17/30 ,  G06F9/54 ,  G06F3/0484 ,  H04L29/08 ,  G06Q10/06

CPC classification number: G06F16/903 ,  G06F3/0481 ,  G06F3/04817 ,  G06F3/0482 ,  G06F3/0484 ,  G06F3/04842 ,  G06F3/04847 ,  G06F9/542 ,  G06F11/321 ,  G06F11/34 ,  G06F16/24542 ,  G06F16/2455 ,  G06F16/248 ,  G06F16/252 ,  G06F16/26 ,  G06F16/334 ,  G06F16/9024 ,  G06F16/90335 ,  G06F16/9038 ,  G06F16/951 ,  G06F16/9535 ,  G06F17/30424 ,  G06Q10/0637 ,  G06Q10/0639 ,  G06Q10/06393 ,  G06T11/206 ,  G06T2200/24 ,  H04L29/08072 ,  H04L41/0213 ,  H04L41/0806 ,  H04L41/22 ,  H04L41/5009 ,  H04L41/5032 ,  H04L41/5035 ,  H04L41/5038 ,  H04L43/04 ,  H04L43/045 ,  H04L43/16 ,  H04L67/10 ,  H04L67/16

Abstract: One or more processing devices access a service definition for a service provided by one or more entities that each produce machine data or about which machine data is generated. The service definition identifies the entities that provide the service and, for each entity, identifying information for locating machine data pertaining to that entity. The processing devices access a key performance indicator (KPI) for the service that is defined by a search query that produces a value derived from the machine data pertaining to the entities identified in the service definition. The value indicates how the service is performing at a point in time or during a period of time and indicates a state of the KPI. A graphical interface is displayed and an indication of at least one threshold, which defines an end of a range of values representing a state of the KPI, for the KPI is received.

公开(公告)号：US09755913B2

公开(公告)日：2017-09-05

申请号：US14934126

申请日：2015-11-05

Applicant: Splunk Inc.

Inventor： Alok Anant Bhide ,  Brian John Bingham ,  Tristan Antonio Fletcher ,  Brian Reyes

IPC: G06F15/173 ,  H04L12/24 ,  G06Q10/06 ,  H04L29/08 ,  G06F17/30 ,  H04L12/26 ,  G06F3/0484 ,  G06F9/54 ,  G06F3/0481 ,  G06F3/0482 ,  G06F12/00

CPC classification number: H04L43/16 ,  G06F3/0481 ,  G06F3/04817 ,  G06F3/0482 ,  G06F3/0484 ,  G06F3/04842 ,  G06F3/04847 ,  G06F9/542 ,  G06F17/30424 ,  G06F17/30463 ,  G06F17/30477 ,  G06F17/30554 ,  G06F17/3056 ,  G06F17/30572 ,  G06F17/30675 ,  G06F17/30864 ,  G06F17/30867 ,  G06F17/30958 ,  G06F17/30964 ,  G06F17/30979 ,  G06F17/30991 ,  G06Q10/06393 ,  G06T11/206 ,  G06T2200/24 ,  H04L29/08072 ,  H04L41/0213 ,  H04L41/0806 ,  H04L41/22 ,  H04L41/5009 ,  H04L41/5032 ,  H04L41/5035 ,  H04L41/5038 ,  H04L43/04 ,  H04L43/045 ,  H04L67/10 ,  H04L67/16

Abstract: One or more processing devices access a service definition for a service provided by one or more entities that each produce machine data or about which machine data is generated. The service definition identifies the entities that provide the service and, for each entity, identifying information for locating machine data pertaining to that entity. The processing devices access a key performance indicator (KPI) for the service that is defined by a search query that produces a value derived from the machine data pertaining to the entities identified in the service definition. The value indicates how the service is performing at a point in time or during a period of time and indicates a state of the KPI. A graphical interface is displayed and an indication of at least one threshold, which defines an end of a range of values representing a state of the KPI, for the KPI is received.

公开(公告)号：US09245057B1

公开(公告)日：2016-01-26

申请号：US14528956

申请日：2014-10-30

Applicant: Splunk Inc.

Inventor： Tristan Antonio Fletcher ,  Alok Anant Bhide ,  Cary Glen Noel ,  Brian Reyes

IPC: G06F17/30 ,  G06F7/00 ,  G06F3/0484

CPC classification number: H04L43/16 ,  G06F3/0481 ,  G06F3/04817 ,  G06F3/0482 ,  G06F3/0484 ,  G06F3/04842 ,  G06F3/04847 ,  G06F9/542 ,  G06F17/30424 ,  G06F17/30463 ,  G06F17/30477 ,  G06F17/30554 ,  G06F17/3056 ,  G06F17/30572 ,  G06F17/30675 ,  G06F17/30864 ,  G06F17/30867 ,  G06F17/30958 ,  G06F17/30964 ,  G06F17/30979 ,  G06F17/30991 ,  G06Q10/06393 ,  G06T11/206 ,  G06T2200/24 ,  H04L29/08072 ,  H04L41/0213 ,  H04L41/0806 ,  H04L41/22 ,  H04L41/5009 ,  H04L41/5032 ,  H04L41/5035 ,  H04L41/5038 ,  H04L43/04 ,  H04L43/045 ,  H04L67/10 ,  H04L67/16

Abstract: A services monitoring system causes display of time-based graphical visualizations that each correspond to a different key performance indicator (KPI) reflecting how a service provided by one or more entities is performing. The graphical visualizations are all calibrated to a same time scale. Each KPI is defined by a search query that derives one or more values reflected in the graphical visualization for that KPI from machine data pertaining to the one or more entities that provide the service corresponding to the KPI.

Abstract translation: 服务监视系统引起基于时间的图形可视化的显示，其每个对应于反映一个或多个实体提供的服务如何执行的不同的关键性能指标（KPI）。 图形可视化都被校准到相同的时间尺度。 每个KPI由搜索查询定义，搜索查询从与提供与KPI对应的服务的一个或多个实体有关的机器数据中导出反映在该KPI的图形可视化中的一个或多个值。