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    Adaptive key performance indicator thresholds
    3.
    发明授权
    Adaptive key performance indicator thresholds 有权

    公开(公告)号：US10235638B2

    公开(公告)日：2019-03-19

    申请号：US14859236

    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: H04L29/08 ,  G06N99/00

    Abstract: Techniques are disclosed for providing adaptive thresholding technology for Key Performance Indicators (KPIs). 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.

    STATE DETERMINATION USING PER-ENTITY THRESHOLDS
    6.
    发明申请
    STATE DETERMINATION USING PER-ENTITY THRESHOLDS 审中-公开
    使用实体阈值的状态确定

    公开(公告)号：US20160104090A1

    公开(公告)日：2016-04-14

    申请号：US14611214

    申请日：2015-01-31

    Applicant: Splunk Inc.

    Inventor： Leonid Alekseyev ,  Brian Bingham ,  Tristan Antonio Fletcher ,  Brian C. Reyes

    IPC: G06Q10/06 ,  H04L12/26 ,  G06F17/30

    CPC classification number: G06Q10/06393 ,  H04L41/0806 ,  H04L41/5009 ,  H04L41/5032 ,  H04L43/04 ,  H04L43/16

    Abstract: A GUI displays information about a service, such as a service in an IT environment, and the specification for a related key performance indicator (KPI). The service can be provided by a number of entities (e.g., servers) for which machine data is generated and collected. The KPI is defined by a search query that produces a KPI value from the relevant machine data. Thresholds can aid in translating KPI values into a simpler, and possibly, common set of state values (e.g., Normal, Warning, Critical). A user can supply via a GUI, one or more thresholds that are applied on a per-entity basis in the process of determining a state value for the KPI.

    Abstract translation: GUI显示有关服务的信息，例如IT环境中的服务以及相关的关键绩效指标（KPI）的规范。 该服务可以由生成和收集机器数据的多个实体（例如，服务器）提供。 KPI由搜索查询定义，该搜索查询从相关机器数据生成KPI值。 阈值可以帮助将KPI值转换成更简单且可能的常见状态值集合（例如，正常，警告，严重）。 用户可以经由GUI提供在确定KPI的状态值的过程中在每个实体的基础上应用的一个或多个阈值。

    ASSOCIATING ENTITIES WITH SERVICES USING FILTER CRITERIA
    7.
    发明申请
    ASSOCIATING ENTITIES WITH SERVICES USING FILTER CRITERIA 审中-公开
    使用过滤标准与服务相关的实体

    公开(公告)号：US20160103918A1

    公开(公告)日：2016-04-14

    申请号：US14611198

    申请日：2015-01-31

    Applicant: Splunk Inc.

    Inventor： Leonid Alekseyev ,  Brent Boe ,  Clint Sharp

    IPC: G06F17/30 ,  G06F3/0484 ,  G06F3/0482

    CPC classification number: G06F3/04842 ,  G06F3/04847 ,  G06F9/44 ,  G06F16/2428 ,  G06Q10/06393 ,  H04L41/0806 ,  H04L41/0879 ,  H04L41/22 ,  H04L41/5009

    Abstract: One or more processing devices cause display of a graphical user interface (GUI) enabling a user to specify filter criteria for identifying one or more entity definitions, store the filter criteria in association with a service definition in response to user input, apply the filter criteria to identify one or more entity definitions satisfying the filter criteria, and associate the identified one or more entity definitions with the service definition. The service definition represents a service provided by one or more entities each having a representative entity definition comprising information to identify machine data corresponding to the entity.

    Abstract translation: 一个或多个处理设备引起显示图形用户界面（GUI），使得用户能够指定用于识别一个或多个实体定义的过滤器标准，响应于用户输入存储与服务定义相关联的过滤器标准，应用过滤器标准 以识别满足过滤条件的一个或多个实体定义，并将所标识的一个或多个实体定义与服务定义相关联。 服务定义表示由一个或多个实体提供的服务，每个实体具有代表性实体定义，包括用于识别对应于该实体的机器数据的信息。

    Anomaly detection based on a predicted value
    8.
    发明授权
    Anomaly detection based on a predicted value 有权

    公开(公告)号：US11340774B1

    公开(公告)日：2022-05-24

    申请号：US16542774

    申请日：2019-08-16

    Applicant: Splunk Inc.

    Inventor： Manish Sainani ,  Adam Jamison Oliner ,  Jacob Barton Leverich ,  Leonid Alekseyev ,  Sonal Maheshwari

    IPC: G06F15/16 ,  G06F3/0488

    Abstract: Techniques are disclosed for anomaly detection based on a predicted value. A search query can be executed over a period of time to produce values for a key performance indicator (KPI), the search query defining the KPI and deriving a value indicative of the performance of a service at a point in time or during a period of time, the value derived from machine data pertaining to one or more entities that provide the service. A graphical user interface (GUI) enabling a user to indicate a sensitivity setting can be displayed. A user input indicating the sensitivity setting can be received via the GUI. Zero or more of the values as anomalies can be identified in consideration of the sensitivity setting indicated by the user input.

    Anomaly detection
    9.
    发明授权
    Anomaly detection 有权

    公开(公告)号：US10592093B2

    公开(公告)日：2020-03-17

    申请号：US14859248

    申请日：2015-09-18

    Applicant: Splunk Inc.

    Inventor： Manish Sainani ,  Adam Jamison Oliner ,  Jacob Barton Leverich ,  Leonid Alekseyev ,  Sonal Barton Maheshwari

    IPC: G06F17/30 ,  G06F3/0488 ,  H04L12/24

    Abstract: Techniques are disclosed for anomaly detection. A search query can be executed over a period of time to produce values for a key performance indicator (KPI), the search query defining the KPI and deriving a value indicative of the performance of a service at a point in time or during a period of time, the value derived from machine data pertaining to one or more entities that provide the service. A graphical user interface (GUI) enabling a user to indicate a sensitivity setting can be displayed. A user input indicating the sensitivity setting can be received via the GUI. Zero or more of the values as anomalies can be identified in consideration of the sensitivity setting indicated by the user input. A GUI including information related to the values identified as anomalies can be caused to be displayed.

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