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31.发明授权公开(公告)号：US11023508B2
公开(公告)日：2021-06-01
申请号：US16742416
申请日：2020-01-14
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.
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32.发明授权公开(公告)号：US10997191B2
公开(公告)日：2021-05-04
申请号：US15421348
申请日：2017-01-31
Applicant: Splunk Inc.
Inventor： Brian Bingham , Tristan Fletcher , Alok Anant Bhide
IPC: G06F16/248 , G06F11/30 , G06F11/34 , G06F16/2455 , G06F16/2457 , G06F9/455 , 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.
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公开(公告)号：US10887191B2
公开(公告)日：2021-01-05
申请号：US15955565
申请日：2018-04-17
Applicant: Splunk Inc.
IPC: H04L12/24 , H04L29/08 , G06F16/28 , G06F16/951 , G06F16/2458 , G06F16/2455 , H04L12/26
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 services summary information and services aspects information. The summary information displays interactive summary tiles that each correspond to a service and present information about an aggregate KPI that characterizes the service. The aspects information 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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34.发明申请公开(公告)号：US20200151204A1
公开(公告)日：2020-05-14
申请号：US16742416
申请日：2020-01-14
Applicant: Splunk Inc.
Inventor： Tristan Antonio Fletcher , Alok Anant Bhide
IPC: G06F16/33 , H04L29/08 , G06F3/0484 , H04L12/24 , G06F3/0482 , G06Q10/06 , H04L12/26 , G06F16/903
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.
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公开(公告)号：US10592522B2
公开(公告)日：2020-03-17
申请号：US16000745
申请日：2018-06-05
Applicant: Splunk Inc.
Inventor： Brian Bingham , Tristan Fletcher , Alok Anant Bhide
IPC: G06F9/455 , G06F16/248 , G06F16/22 , G06F16/2458 , G06T11/20 , G06F3/0484
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.
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Patent Agency Ranking
公开(公告)号：US10305758B1
公开(公告)日：2019-05-28
申请号：US15713592
申请日：2017-09-22
Applicant: Splunk Inc.
Inventor： Alok Anant Bhide , Vineetha Bettaiah , Ross Andrew Lazerowitz
IPC: G06F15/173 , H04L12/26 , G06F17/30 , H04L12/24 , H04L29/08
Abstract: Network connected devices are controlled via the transmission of action messages to prevent or correct conditions that impair the operation of the networked information technology (IT) assets. The service monitoring system (SMS) monitoring the IT environment groups together related notable events that are received during system operation. Automatic processes dynamically determine grouping operations that automatically correlate the events without requiring, for example, a set of declarative grouping rules. Events grouping may be performed on a by-service basis to facilitate the complex processing of predicting undesirable system conditions that may be prevented or reduced by transmission of the action messages to the appropriate assets.
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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.
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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.
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公开(公告)号：US20170004433A1
公开(公告)日：2017-01-05
申请号：US15199669
申请日：2016-06-30
Applicant: Splunk Inc.
Inventor： Anupadmaja Raghavan , George Daloukov , Alok Anant Bhide , Ross Andrew Lazerowitz , Tristan Antonio Fletcher , Alan Vincent Hardin
CPC classification number: G06Q10/06393 , G06Q10/20 , H04L41/5006 , H04L41/5009
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 identifying and adapting for KPIs based on the non-normal data caused by maintenance work or other causes. Such adaptation may include changes in how reported information appears to the user.
Abstract translation: 信息技术环境中的自动服务监视器的操作受到信息的控制，该信息部分地定义了执行服务的实体，并且定义了指示服务性能测量的关键性能指标（KPI）。 附加信息根据由维护工作或其他原因引起的非正常数据，控制服务监视器的操作，以识别和调整KPI。 这种适应可能包括报告信息如何显示给用户的变化。
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公开(公告)号：US20160105335A1
公开(公告)日：2016-04-14
申请号：US14933919
申请日：2015-11-05
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.
Abstract translation: 操作环境中的服务由标识执行服务的实体的存储的服务定义来表示。 实体定义识别与实体有关的机器数据。 该服务的关键性能指标（KPI）表示服务的整体或某个方面。 每个KPI由搜索查询定义，该搜索查询从实体定义中标识的机器数据中导出值。 处理设备导致显示具有服务摘要区域和服务方面区域的服务监视页面。 摘要区域显示每个对应于服务的交互式摘要图块，并显示关于表征服务的聚合KPI的信息。 方面区域显示交互式方面图块，其各自对应于表征相关联服务的某些方面的KPI。 附加信息可能包含在服务监控页面中，交互功能使用户能够浏览到增强的信息显示。
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