Generating state-on-state data for hierarchical clusters in a three-dimensional model representing machine data

    公开(公告)号:US10204450B2

    公开(公告)日:2019-02-12

    申请号:US15967436

    申请日:2018-04-30

    Applicant: SPLUNK INC.

    Abstract: Systems and methods according to various embodiments enable a user to view three-dimensional representations of data objects (“nodes”) within a 3D environment from a first person perspective. The system may be configured to allow the user to interact with the nodes by moving a virtual camera through the 3D environment. The nodes may have one or more attributes that may correspond, respectively, to particular static or dynamic values within the data object's data fields. The attributes may include physical aspects of the nodes, such as color, size, or shape. The system may group related data objects within the 3D environment into clusters that are demarked using one or more cluster designators, which may be in the form of a dome or similar feature that encompasses the related data objects. The system may enable multiple users to access the 3D environment simultaneously, or to record their interactions with the 3D environment.

    Investigative and dynamic detection of potential security-threat indicators from events in big data
    15.
    发明授权
    Investigative and dynamic detection of potential security-threat indicators from events in big data 有权
    从大数据中的事件调查和动态检测潜在的安全威胁指标

    公开(公告)号:US09215240B2

    公开(公告)日:2015-12-15

    申请号:US13956252

    申请日:2013-07-31

    Applicant: Splunk Inc.

    Abstract: A metric value is determined for each event in a set of events that characterizes a computational communication or object. For example, a metric value could include a length of a URL or agent string in the event. A subset criterion is generated, such that metric values within the subset are relatively separated from a population's center (e.g., within a distribution tail). Application of the criterion to metric values produces a subset. A representation of the subset is presented in an interactive dashboard. The representation can include unique values in the subset and counts of corresponding event occurrences. Clients can select particular elements in the representation to cause more detail to be presented with respect to individual events corresponding to specific values in the subset. Thus, clients can use their knowledge system operations and observance of value frequencies and underlying events to identify anomalous metric values and potential security threats.

    Abstract translation: 为表征计算通信或对象的一组事件中的每个事件确定度量值。 例如,度量值可以包括事件中的URL或代理字符串的长度。 生成子集标准,使得子集内的度量值与群体的中心(例如,分布尾部)相对分开。 将标准应用于度量值产生一个子集。 该子集的表示呈现在交互式仪表板中。 该表示可以包括子集中的唯一值和相应事件发生的计数。 客户端可以选择表示中的特定元素,以便相对于子集中的特定值对应的各个事件来呈现更多的细节。 因此,客户可以使用他们的知识系统操作和遵守价值频率和基础事件来识别异常度量值和潜在的安全威胁。

    Detection of potential security threats in machine data based on pattern detection

    公开(公告)号:US11134094B2

    公开(公告)日:2021-09-28

    申请号:US16777544

    申请日:2020-01-30

    Applicant: SPLUNK INC.

    Abstract: A metric value is determined for each event in a set of events that characterizes a computational communication or object. For example, a metric value could include a length of a URL or agent string in the event. A subset criterion is generated, such that metric values within the subset are relatively separated from a population's center (e.g., within a distribution tail). Application of the criterion to metric values produces a subset. A representation of the subset is presented in an interactive dashboard. The representation can include unique values in the subset and counts of corresponding event occurrences. Clients can select particular elements in the representation to cause more detail to be presented with respect to individual events corresponding to specific values in the subset. Thus, clients can use their knowledge system operations and observance of value frequencies and underlying events to identify anomalous metric values and potential security threats.

    Dockable billboards for labeling objects in a display having a three-dimensional perspective of a virtual or real environment

    公开(公告)号:US10916063B1

    公开(公告)日:2021-02-09

    申请号:US16515429

    申请日:2019-07-18

    Applicant: SPLUNK INC.

    Abstract: A system and method that allows a user to view objects in a three-dimensional environment, where one or more of the objects have a data display (e.g., a data billboard, etc.) that shows data about the object. To enhance user experience and to provide relevant contextual data as the user navigates through the three-dimensional environment, the system calculates a location for the user and a location for each object and determines if a relationship between the user frame of reference and each object location satisfies a first criterion. If the first criterion is satisfied, the system is configured to move the data display to the bottom of a viewing area of the three-dimensional environment (e.g. docking the data display to the bottom of the viewing area, etc.). The system may also arrange the data displays in the same order as the objects are perceived by the user in the three-dimensional environment.

    Generating cluster states for hierarchical clusters in three-dimensional data models

    公开(公告)号:US10740970B1

    公开(公告)日:2020-08-11

    申请号:US16666086

    申请日:2019-10-28

    Applicant: SPLUNK INC.

    Abstract: Systems and methods according to various embodiments enable a user to view three-dimensional representations of data objects (“nodes”) within a 3D environment from a first person perspective. The system may be configured to allow the user to interact with the nodes by moving a virtual camera through the 3D environment. The nodes may have one or more attributes that may correspond, respectively, to particular static or dynamic values within the data object's data fields. The attributes may include physical aspects of the nodes, such as color, size, or shape. The system may group related data objects within the 3D environment into clusters that are demarked using one or more cluster designators, which may be in the form of a dome or similar feature that encompasses the related data objects. The system may enable multiple users to access the 3D environment simultaneously, or to record their interactions with the 3D environment.

    Conveying data to a user via field-attribute mappings in a three-dimensional model

    公开(公告)号:US10403041B2

    公开(公告)日:2019-09-03

    申请号:US15498430

    申请日:2017-04-26

    Applicant: Splunk Inc.

    Abstract: Systems and methods according to various embodiments enable a user to view three-dimensional representations of data objects (“nodes”) within a 3D environment from a first person perspective. The system may be configured to allow the user to interact with the nodes by moving a virtual camera through the 3D environment. The nodes may have one or more attributes that may correspond, respectively, to particular static or dynamic values within the data object's data fields. The attributes may include physical aspects of the nodes, such as color, size, or shape. The system may group related data objects within the 3D environment into clusters that are demarked using one or more cluster designators, which may be in the form of a dome or similar feature that encompasses the related data objects. The system may enable multiple users to access the 3D environment simultaneously, or to record their interactions with the 3D environment.

    Conveying machine data to a user via attribute mapping in a three-dimensional model

    公开(公告)号:US10388067B2

    公开(公告)日:2019-08-20

    申请号:US15498421

    申请日:2017-04-26

    Applicant: Splunk Inc.

    Abstract: Systems and methods according to various embodiments enable a user to view three-dimensional representations of data objects (“nodes”) within a 3D environment from a first person perspective. The system may be configured to allow the user to interact with the nodes by moving a virtual camera through the 3D environment. The nodes may have one or more attributes that may correspond, respectively, to particular static or dynamic values within the data object's data fields. The attributes may include physical aspects of the nodes, such as color, size, or shape. The system may group related data objects within the 3D environment into clusters that are demarked using one or more cluster designators, which may be in the form of a dome or similar feature that encompasses the related data objects. The system may enable multiple users to access the 3D environment simultaneously, or to record their interactions with the 3D environment.

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