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公开(公告)号：US11531679B1
公开(公告)日：2022-12-20
申请号：US16666090
申请日：2019-10-28
Applicant: Splunk Inc.
Inventor： Hemendra Singh Choudhary , Cary Glen Noel
IPC: H04L41/5009 , H04L41/50 , G06F16/248 , G06F16/2455 , H04L69/329 , G06F16/26 , H04L41/0213 , G06F9/54 , G06F16/242
Abstract: A computing machine performs a correlation search against KPI data for one or more services using a selection criteria and a triggering condition. When the triggering condition is satisfied a notable event or incident is created and information about the notable event is presented using a user interface that may have interactive elements.
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公开(公告)号：US20170046127A1
公开(公告)日：2017-02-16
申请号：US15276776
申请日：2016-09-26
Applicant: Splunk Inc.
Inventor： Tristan Antonio Fletcher , Hemendra Singh Choudhary , Ross Andrew Lazerowitz , Chakravarthy Sridhar
CPC classification number: G06F7/10 , G06F9/542 , G06F11/3006 , G06F11/3409 , G06F17/30964 , G06Q10/06393 , H04L12/4625 , H04L41/0604 , H04L41/069 , H04L41/5009
Abstract: An automatic service monitor in an information technology environment is equipped to automatically identify and group recognized events based on user-defined criteria, and to automatically perform user-defined operations against the group and its members at the detection of user-specified conditions.
Abstract translation: 信息技术环境中的自动服务监视器被配备为根据用户定义的标准自动识别和分组识别的事件，并且在检测到用户指定的条件时自动对组及其成员执行用户定义的操作。
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3.发明申请公开(公告)号：US20160105338A1
公开(公告)日：2016-04-14
申请号：US14800672
申请日：2015-07-15
Applicant: Splunk Inc.
Inventor： Tristan Antonio Fletcher , Hemendra Singh Choudhary , Clint Sharp
IPC: H04L12/26
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: Techniques are disclosed for providing an aggregate key performance indicator (KPI) that spans multiple services and for providing user adjustment to KPI factors via a GUI that enables a user to configure an aggregate KPI with feedback that better characterizes the performance of the services. The GUI may enable a user to select KPIs and to adjust weights (e.g., importance) associated with the KPIs. The weight of a KPI may affect the influence a value of the KPI has on the calculation of an aggregate KPI value (e.g., score). The GUI may provide near real-time feedback concerning the effect the weights have on the aggregate KPI value by displaying the aggregate KPI value (e.g., score) and updating the aggregate KPI value as the user adjusts the weights.
Abstract translation: 公开了用于提供涵盖多个服务的聚合关键性能指标（KPI）和用于通过GUI提供用户对KPI因素的调整的技术，所述GUI使用户能够通过更好地表征服务性能的反馈来配置聚合KPI。 GUI可以使得用户能够选择KPI并且调整与KPI相关联的权重（例如，重要性）。 KPI的权重可能会影响KPI的值对计算总体KPI值（例如，得分）的影响。 GUI可以通过在用户调整权重时显示聚合KPI值（例如，分数）和更新聚合KPI值来提供关于权重对总体KPI值的影响的接近实时反馈。
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4.发明授权Monitoring service-level performance using a key performance indicator (KPI) correlation search 有权使用关键性能指标（KPI）相关搜索来监控服务级别的性能公开(公告)号：US09294361B1
公开(公告)日：2016-03-22
申请号：US14611200
申请日：2015-01-31
Applicant: Splunk Inc.
Inventor： Hemendra Singh Choudhary , Tristan Antonio Fletcher , Brian Bingham , Fang I. Hsiao , Brian C. Reyes
IPC: G06F15/16 , H04L12/24 , H04L12/26 , G06F17/30 , G06F3/0482 , G06F3/0484 , 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 cause display of a graphical user interface (GUI) that includes a correlation search portion that enables a user to specify information for a key performance indicator (KPI) correlation search definition. The KPI correlation search definition includes search information and trigger determination information. The search information identifies KPI values, indicative of the KPI states, in a data store. The trigger determination information includes trigger criteria. The trigger determination evaluates the identified KPI values using the trigger criteria to determine whether to cause a defined action. A contribution threshold for a particular KPI definition is received via the GUI. The contribution threshold corresponds to a particular KPI state. The contribution threshold is stored as trigger criteria information. Each of the KPI values is derived from machine data pertaining to entities identified in a service definition using a search query specified by a KPI definition for the service.
Abstract translation: 一个或多个处理设备引起显示图形用户界面（GUI），该图形用户界面（GUI）包括能够使用户指定关键性能指标（KPI）相关搜索定义的信息的相关搜索部分。 KPI相关搜索定义包括搜索信息和触发确定信息。 搜索信息在数据存储中标识表示KPI状态的KPI值。 触发判定信息包括触发准则。 触发确定使用触发条件来评估所识别的KPI值，以确定是否导致定义的动作。 通过GUI接收特定KPI定义的贡献阈值。 贡献阈值对应于特定的KPI状态。 贡献阈值被存储为触发条件信息。 每个KPI值都是从使用由服务的KPI定义指定的搜索查询在服务定义中标识的实体的机器数据中导出的。
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公开(公告)号：US11870558B1
公开(公告)日：2024-01-09
申请号：US18125994
申请日：2023-03-24
Applicant: Splunk Inc.
Inventor： Vineetha Bettaiah , Tristan Antonio Fletcher , Ross Andrew Lazerowitz , Hemendra Singh Choudhary
IPC: G06F16/22 , H04L43/04 , G06F16/28 , G06F16/2457 , G06F40/174 , G06F3/0482 , H04L67/1097 , G06F40/177
CPC classification number: H04L43/04 , G06F16/22 , G06F16/24573 , G06F16/24578 , G06F16/285 , G06F40/174 , G06F3/0482 , G06F40/177 , H04L67/1097
Abstract: An example method of identification of related event groups for a service monitoring system includes: receiving a sample set of events from a service monitoring system; choosing, based the sample set of events, a set of fieldnames for defining factors; generating a plurality of event group definitions, wherein each event group definition of the plurality of event group definitions comprises a plurality of factors, wherein each factor of the plurality of factors is represented by a respective fieldname-value pair of an event of the sample set of events, wherein a fieldname of the respective fieldname-value pair is selected from the set of fieldnames; and determining, based on the plurality of event group definitions, one or more event groups for a plurality of events.
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Patent Agency Ranking
公开(公告)号：US10447555B2
公开(公告)日：2019-10-15
申请号：US14800674
申请日：2015-07-15
Applicant: Splunk Inc.
Inventor： Tristan Antonio Fletcher , Hemendra Singh Choudhary , Clint Sharp
IPC: H04L12/24 , G06Q10/06 , G06F3/0482 , H04L12/26 , G06F16/2455
Abstract: Techniques are disclosed for providing an aggregate key performance indicator (KPI) that spans multiple services and for receiving user adjustment to KPI factors to configure an aggregate KPI (e.g., heath score). The techniques may enable a user to select KPIs and to adjust weights (e.g., importance) associated with the KPIs. The weight of a KPI may affect the influence a value of the KPI has on the calculation of an aggregate KPI value. The techniques may also include the ability to create a correlation search using the selected KPIs and weights so that a notification may be generated when the aggregate KPI value exceeds a threshold.
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7.发明授权公开(公告)号：US10152561B2
公开(公告)日：2018-12-11
申请号：US15014017
申请日：2016-02-03
Applicant: Splunk Inc.
Inventor： Hemendra Singh Choudhary , Tristan Antonio Fletcher , Brian Bingham , Fang I. Hsiao , Brian C. Reyes
IPC: G06F15/173 , G06F17/30 , G06Q10/06 , H04L12/24 , H04L12/26 , G06F3/0484 , G06F9/54 , G06F3/0481 , G06F3/0482 , H04L29/08 , G06T11/20
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.
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公开(公告)号：US09760613B2
公开(公告)日：2017-09-12
申请号：US14868389
申请日：2015-09-29
Applicant: Splunk, Inc.
Inventor： Hemendra Singh Choudhary , Cary Glen Noel
CPC classification number: G06F17/30554 , G06F9/542 , G06F17/30398 , G06F17/3051 , G06F17/30572 , H04L29/08072 , H04L41/0213 , H04L41/5009 , H04L41/5032
Abstract: A computing machine performs a correlation search against KPI data for one or more services using a selection criteria and a triggering condition. When the triggering condition is satisfied a notable event or incident is created and information about the notable event is presented using a graphical user interface (GUI) that may have interactive elements.
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公开(公告)号：US20170141969A1
公开(公告)日：2017-05-18
申请号：US15418766
申请日：2017-01-29
Applicant: Splunk Inc.
CPC classification number: H04L41/22 , G06F17/3051 , G06F17/30551 , G06F17/30595 , G06F17/30864 , H04L29/08072 , H04L41/5009 , H04L41/5032 , H04L41/5045 , H04L43/045 , H04L43/16 , H04L67/02
Abstract: Services in an operating environment are represented by stored service definitions that identify entities that perform the service. Entity definitions identify machine data pertaining to the entity. A key performance indicator (KPI) of the service characterizes the service on the whole or some aspect of it. Each KPI is defined by a search query that derives a value from machine data identified in the entity definitions. Processing devices cause display of a service-monitoring page having a services summary region and a services aspects region. The summary region displays interactive summary tiles that each correspond to a service and present information about an aggregate KPI that characterizes the service. The aspects region displays interactive aspect tiles that each correspond to a KPI characterizing some aspect of an associated service. Additional information may be included in the service-monitoring page and interaction features enable a user to navigate to enhanced information displays.
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公开(公告)号：US10333799B2
公开(公告)日：2019-06-25
申请号：US15663561
申请日：2017-07-28
Applicant: Splunk Inc.
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 determine a value for an aggregate key performance indicator (KPI) for the service to indicate or characterize the service overall from values for each of the various aspects.
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