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    Systems, methods, and apparatuses for predicting availability of a resource
    11.
    发明授权
    Systems, methods, and apparatuses for predicting availability of a resource 有权

    公开(公告)号：US11245640B1

    公开(公告)日：2022-02-08

    申请号：US16997615

    申请日：2020-08-19

    Applicant: Amazon Technologies, Inc.

    Inventor： Abhinav Maurya ,  Pawel Cholewinski ,  Kerem Bulbul ,  John David Dunagan

    IPC: H04L12/911 ,  G06F9/455 ,  G06F17/18 ,  G06N3/04 ,  G06N20/20 ,  G06N5/02 ,  G06K9/62

    Abstract: Techniques for predicting the availability of a resource are described. An exemplary method includes obtaining capacity data indicating an amount of capacity available in a cloud provider network to satisfy the request; generating, using a machine learning model that has been trained based at least in part on an output of an automated historical hindsight learner that is an integer linear program, an approval prediction, wherein the approval prediction indicates that the request is to be approved based on one or more launch parameters of the request and the capacity data; receiving information from a downstream component that controls the resource that the approval prediction is incorrect; and evaluating the incorrect approval prediction using a hindsight learner and predictor explainer.

    Client-configurable security options for data streams
    13.
    发明授权
    Client-configurable security options for data streams 有权
    客户端可配置的数据流安全选项

    公开(公告)号：US09276959B2

    公开(公告)日：2016-03-01

    申请号：US14077158

    申请日：2013-11-11

    Applicant: Amazon Technologies, Inc.

    Inventor： Marvin Michael Theimer ,  Gaurav D. Ghare ,  John David Dunagan ,  Greg Burgess ,  Ying Xiong

    IPC: H04L12/40 ,  H04L29/06 ,  H04L29/08

    CPC classification number: H04L63/20 ,  H04L67/1004 ,  H04L67/1027

    Abstract: A configuration request comprising a security option selected for a particular data stream is received. Nodes of a plurality of functional categories, such as a data ingestion category and a data retrieval category are to be configured for the stream. The security option indicates a security profile of a resource to be used for nodes of at least one functional category. In accordance with the configuration request, a node of a first functional category is configured at a resource with a first security profile, and configuration of a node of a second functional category is initiated at a different resource with a different security profile.

    Abstract translation: 接收包括为特定数据流选择的安全选项的配置请求。 要为流配置多个功能类别的节点，例如数据摄取类别和数据检索类别。 安全选项指示要用于至少一个功能类别的节点的资源的安全配置文件。 根据配置请求，在具有第一安全简档的资源上配置第一功能类别的节点，并且在具有不同安全性配置文件的不同资源上启动第二功能类别的节点的配置。

    Performing flexible pivot querying of monitoring data using a multi-tenant monitoring system
    14.
    发明授权
    Performing flexible pivot querying of monitoring data using a multi-tenant monitoring system 有权
    使用多租户监控系统对监控数据执行灵活的数据查询

    公开(公告)号：US09043327B1

    公开(公告)日：2015-05-26

    申请号：US13917605

    申请日：2013-06-13

    Applicant: Amazon Technologies, Inc.

    Inventor： John David Dunagan ,  Derek Solomon Pai ,  Caitlyn Rose Shim ,  John W. Heitmann ,  Michael R. Foster

    IPC: G06F17/30

    CPC classification number: G06Q10/10

    Abstract: Pivot queries can be performed using stored monitoring data. Pivot queries can be received. Monitoring data can be read from data files. Each data file can store monitoring data for a plurality of tenants. The read monitoring data can be aggregated based on metric types across various dimensions, according to the pivot queries. Results can be presented in various formats, such as charts and graphs. Reading, aggregating, and presenting results can be performed within a multi-tenant monitoring system.

    Abstract translation: 可以使用存储的监视数据执行数据透视查询。 可以收到枢轴查询。 监控数据可以从数据文件读取。 每个数据文件可以存储多个租户的监视数据。 根据枢轴查询，读取的监视数据可以基于不同维度的度量标准进行聚合。 结果可以以各种格式呈现，如图表和图表。 阅读，聚合和呈现结果可以在多租户监控系统内执行。

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