Systems and methods for autoscaling instance groups of computing platforms

    公开(公告)号:US11340947B2

    公开(公告)日:2022-05-24

    申请号:US16398435

    申请日:2019-04-30

    Abstract: System and method for terminating instances and autoscaling instance groups of computing platforms. For example, a method includes determining whether an instance of an instance group is identified as eligible for termination. The method further includes, in response to determining that the instance of the instance group is identified as eligible for termination, terminating the eligible instance. The terminating the eligible instance includes, in response to a runtime of the eligible instance being equal to or larger than a predetermined maximum lifetime, terminating the eligible instance. The terminating the eligible instance further includes, in response to the runtime being smaller than the predetermined maximum lifetime, detaching the eligible instance from the instance group to allow a new instance to be associated with the instance group, and in response to the eligible instance being detached from the instance group: waiting for the new instance to be associated with the instance group, and evicting each pod associated with the detached instance. The method is performed using one or more processors.

    INTERNAL MALWARE DATA ITEM CLUSTERING AND ANALYSIS
    6.
    发明申请
    INTERNAL MALWARE DATA ITEM CLUSTERING AND ANALYSIS 有权
    内部恶意数据项集合和分析

    公开(公告)号:US20160006749A1

    公开(公告)日:2016-01-07

    申请号:US14486991

    申请日:2014-09-15

    Abstract: Embodiments of the present disclosure relate to a data analysis system that may automatically generate memory-efficient clustered data structures, automatically analyze those clustered data structures, and provide results of the automated analysis in an optimized way to an analyst. The automated analysis of the clustered data structures (also referred to herein as data clusters) may include an automated application of various criteria or rules so as to generate a compact, human-readable analysis of the data clusters. The human-readable analyses (also referred to herein as “summaries” or “conclusions”) of the data clusters may be organized into an interactive user interface so as to enable an analyst to quickly navigate among information associated with various data clusters and efficiently evaluate those data clusters in the context of, for example, a fraud investigation. Embodiments of the present disclosure also relate to automated scoring of the clustered data structures.

    Abstract translation: 本公开的实施例涉及一种数据分析系统,其可以自动生成存储器有效的集群数据结构,自动分析这些集群数据结构,并以优化的方式向分析者提供自动化分析的结果。 集群数据结构(本文中也称为数据集群)的自动化分析可以包括各种标准或规则的自动应用,以便生成数据集群的紧凑的,人类可读的分析。 可以将数据集群的可读分析(也称为“摘要”或“结论”)组织成交互式用户界面,以使分析人员能够在与各种数据集群相关联的信息之间快速导航,并有效地评估 这些数据集群在例如欺诈调查的背景下。 本公开的实施例还涉及聚类数据结构的自动评分。

    System and method for generating event visualizations
    7.
    发明申请
    System and method for generating event visualizations 审中-公开
    用于生成事件可视化的系统和方法

    公开(公告)号:US20150253978A1

    公开(公告)日:2015-09-10

    申请号:US14570914

    申请日:2014-12-15

    Abstract: An event matrix may comprise labels and indicators corresponding to objects and links of an ontology. The objects and links may be determined from a plurality of data sources by a data integration system. Some of the labels may correspond to event objects, and may be arranged in a first spatial dimension at least in part on the basis of dates associated with said event objects. Other labels may correspond to non-event objects, and may be arranged in a second spatial dimension. Indicators may correspond to links between the event and non-event objects. An indicator for a particular link may be positioned with respect to the first and second spatial dimensions in accordance with the locations of the labels that correspond to the objects connected by the link.

    Abstract translation: 事件矩阵可以包括对应于本体的对象和链接的标签和指示符。 对象和链接可以由数据集成系统从多个数据源确定。 一些标签可以对应于事件对象,并且可以至少部分地基于与所述事件对象相关联的日期来排列在第一空间维度中。 其他标签可以对应于非事件对象,并且可以被布置在第二空间维度中。 指示符可以对应于事件和非事件对象之间的链接。 根据与通过链接连接的对象相对应的标签的位置,可以相对于第一和第二空间维度定位特定链接的指示符。

    Event matrix based on integrated data
    8.
    发明授权
    Event matrix based on integrated data 有权
    基于综合数据的事件矩阵

    公开(公告)号:US08917274B2

    公开(公告)日:2014-12-23

    申请号:US14135289

    申请日:2013-12-19

    Abstract: An event matrix may comprise labels and indicators corresponding to objects and links of an ontology. The objects and links may be determined from a plurality of data sources by a data integration system. Some of the labels may correspond to event objects, and may be arranged in a first spatial dimension at least in part on the basis of dates associated with said event objects. Other labels may correspond to non-event objects, and may be arranged in a second spatial dimension. Indicators may correspond to links between the event and non-event objects. An indicator for a particular link may be positioned with respect to the first and second spatial dimensions in accordance with the locations of the labels that correspond to the objects connected by the link.

    Abstract translation: 事件矩阵可以包括对应于本体的对象和链接的标签和指示符。 对象和链接可以由数据集成系统从多个数据源确定。 一些标签可以对应于事件对象,并且可以至少部分地基于与所述事件对象相关联的日期来排列在第一空间维度中。 其他标签可以对应于非事件对象,并且可以被布置在第二空间维度中。 指示符可以对应于事件和非事件对象之间的链接。 根据与通过链接连接的对象相对应的标签的位置,可以相对于第一和第二空间维度定位特定链接的指示符。

    EVENT MATRIX BASED ON INTEGRATED DATA
    9.
    发明申请
    EVENT MATRIX BASED ON INTEGRATED DATA 有权
    基于综合数据的事件矩阵

    公开(公告)号:US20140267294A1

    公开(公告)日:2014-09-18

    申请号:US14135289

    申请日:2013-12-19

    Abstract: An event matrix may comprise labels and indicators corresponding to objects and links of an ontology. The objects and links may be determined from a plurality of data sources by a data integration system. Some of the labels may correspond to event objects, and may be arranged in a first spatial dimension at least in part on the basis of dates associated with said event objects. Other labels may correspond to non-event objects, and may be arranged in a second spatial dimension. Indicators may correspond to links between the event and non-event objects. An indicator for a particular link may be positioned with respect to the first and second spatial dimensions in accordance with the locations of the labels that correspond to the objects connected by the link.

    Abstract translation: 事件矩阵可以包括对应于本体的对象和链接的标签和指示符。 对象和链接可以由数据集成系统从多个数据源确定。 一些标签可以对应于事件对象,并且可以至少部分地基于与所述事件对象相关联的日期来排列在第一空间维度中。 其他标签可以对应于非事件对象,并且可以被布置在第二空间维度中。 指示符可以对应于事件和非事件对象之间的链接。 根据与通过链接连接的对象相对应的标签的位置,可以相对于第一和第二空间维度定位特定链接的指示符。

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