Pluggable fault detection tests for data pipelines

    公开(公告)号:US10936479B2

    公开(公告)日:2021-03-02

    申请号:US16572404

    申请日:2019-09-16

    Abstract: Discussed herein are embodiments of methods and systems which allow engineers or administrators to create modular plugins which represent the logic for various fault detection tests that can be performed on data pipelines and shared among different software deployments. In some cases, the modular plugins each define a particular test to be executed against data received from the pipeline in addition to one or more configuration points. The configuration points represent configurable arguments, such as variables and/or functions, referenced by the instructions which implement the tests and that can be set according to the specific operation environment of the monitored pipeline.

    Systems and user interfaces for holistic, data-driven investigation of bad actor behavior based on clustering and scoring of related data
    25.
    发明授权
    Systems and user interfaces for holistic, data-driven investigation of bad actor behavior based on clustering and scoring of related data 有权
    系统和用户界面,对基于相关数据的聚类和评分的整体,数据驱动的不良行为行为进行调查

    公开(公告)号:US09454785B1

    公开(公告)日:2016-09-27

    申请号:US14857071

    申请日:2015-09-17

    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, automatically tag and group those clustered data structures, and provide results of the automated analysis and grouping 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, rules, indicators, or scenarios so as to generate scores, reports, alerts, or conclusions that the analyst may quickly and efficiently use to evaluate the groups of data clusters. In particular, the groups of data clusters may be dynamically re-grouped and/or filtered in an interactive user interface so as to enable an analyst to quickly navigate among information associated with various groups of data clusters and efficiently evaluate those data clusters in the context of, for example, a risky trading investigation.

    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,自动标记和分组这些集群数据结构,并且提供自动化分析和分组的结果。 分析师的方式。 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,规则,指标或场景的自动化应用,以便生成分析师可能快速得到的分数,报告,警报或结论, 有效地用于评估数据集群。 特别地,可以在交互式用户界面中动态地重新分组和/或过滤数据集群,以便分析人员可以在与各种数据集群相关联的信息之间快速导航,并在上下文中有效地评估那些数据集群 例如,有风险的交易调查。

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