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    Caching of machine images
    3.
    发明授权
    Caching of machine images 有权
    机器图像缓存

    公开(公告)号：US09591094B2

    公开(公告)日：2017-03-07

    申请号：US14482841

    申请日：2014-09-10

    Applicant: Amazon Technologies, Inc.

    Inventor： Anton André Eicher ,  Matthew James Eddey ,  Richard Alan Hamman

    IPC: H04L29/08 ,  G06F9/48

    CPC classification number: H04L67/2842 ,  G06F9/485 ,  H04L67/325

    Abstract: Technology is described for reducing computing instance launch times. A computing instance that is expected to be launched in a computing service environment during a defined time period may be identified. A machine image associated with the computing instance may be determined to be cached in the computing service environment using a launch time prediction model to reduce a launch time for launching the computing instance as compared to not caching the machine image. At least one physical host in the computing service environment that is available to cache the machine image may be selected to lower the launch time of the computing instance as predicted by the launch time prediction model. The machine image may be stored in the physical host in order to minimize the launch time for launching the computing instance in the computing service environment, using the processor.

    Abstract translation: 描述了减少计算实例启动时间的技术。 可以识别期望在定义的时间段内在计算服务环境中启动的计算实例。 与计算实例相关联的机器图像可以被确定为使用发射时间预测模型来缓存在计算服务环境中，以减少与不缓存机器图像相比启动计算实例的发射时间。 可以选择可用于缓存机器图像的计算服务环境中的至少一个物理主机，以按照发射时间预测模型预测来降低计算实例的启动时间。 机器图像可以存储在物理主机中，以便使用处理器来最小化在计算服务环境中启动计算实例的启动时间。

    Computing instance launch time
    4.
    发明授权
    Computing instance launch time 有权

    公开(公告)号：US10402746B2

    公开(公告)日：2019-09-03

    申请号：US14482789

    申请日：2014-09-10

    Applicant: Amazon Technologies, Inc.

    Inventor： Anton André Eicher ,  Matthew James Eddey ,  Richard Alan Hamman

    IPC: G06N5/02 ,  G06N20/00

    Abstract: A technology is described for predicting a launch time for a computing instance. An example method may include receiving a request for a predicted launch time to launch a computing instance on a physical host within a computing service environment. Data associated with launch features of a computing instance may then be obtained, where the launch features may be determined to have an impact on a launch time of the computing instance on a physical host within a computing service environment. The launch features of the computing instance may then be input to a machine learning model that outputs the predicted launch time for launching the computing instance within the computing service environment.

    Recommended launch configuration
    5.
    发明授权
    Recommended launch configuration 有权

    公开(公告)号：US10268958B1

    公开(公告)日：2019-04-23

    申请号：US14482872

    申请日：2014-09-10

    Applicant: Amazon Technologies, Inc.

    Inventor： Anton André Eicher ,  Matthew James Eddey ,  Richard Alan Hamman

    IPC: G06N5/04 ,  G06N99/00

    Abstract: A technology is described for providing a recommended launch configuration for a computing instance based on a predicted launch time. An example method may include receiving a launch plan to launch a computing instance on a physical host within a computing service environment, where the launch plan includes a launch configuration. Upon receiving the launch plan, a predicted launch time may be determined for the computing instance based on the launch configuration. The launch configuration may then be analyzed to identify changes to the launch configuration that may result in an improved predicted launch time as compared to the predicted launch time. A recommended change may then be provided for the launch configuration as a result of a determination that the change to the launch configuration results in the improved predicted launch time.

    Caching of Machine Images
    6.
    发明申请
    Caching of Machine Images 有权
    机器图像缓存

    公开(公告)号：US20160072910A1

    公开(公告)日：2016-03-10

    申请号：US14482841

    申请日：2014-09-10

    Applicant: Amazon Technologies, Inc.

    Inventor： Anton André Eicher ,  Matthew James Eddey ,  Richard Alan Hamman

    IPC: H04L29/08 ,  H04L29/06

    CPC classification number: H04L67/2842 ,  G06F9/485 ,  H04L67/325

    Abstract: Technology is described for reducing computing instance launch times. A computing instance that is expected to be launched in a computing service environment during a defined time period may be identified. A machine image associated with the computing instance may be determined to be cached in the computing service environment using a launch time prediction model to reduce a launch time for launching the computing instance as compared to not caching the machine image. At least one physical host in the computing service environment that is available to cache the machine image may be selected to lower the launch time of the computing instance as predicted by the launch time prediction model. The machine image may be stored in the physical host in order to minimize the launch time for launching the computing instance in the computing service environment, using the processor.

    Abstract translation: 描述了减少计算实例启动时间的技术。 可以识别期望在定义的时间段内在计算服务环境中启动的计算实例。 与计算实例相关联的机器图像可以被确定为使用发射时间预测模型来缓存在计算服务环境中，以减少与不缓存机器图像相比启动计算实例的发射时间。 可以选择可用于缓存机器图像的计算服务环境中的至少一个物理主机，以按照发射时间预测模型预测来降低计算实例的启动时间。 机器图像可以存储在物理主机中，以便使用处理器来最小化在计算服务环境中启动计算实例的启动时间。

    Computing Instance Launch Time
    7.
    发明申请
    Computing Instance Launch Time 审中-公开
    计算实例启动时间

    公开(公告)号：US20160071023A1

    公开(公告)日：2016-03-10

    申请号：US14482789

    申请日：2014-09-10

    Applicant: Amazon Technologies, Inc.

    Inventor： Anton André Eicher ,  Matthew James Eddey ,  Richard Alan Hamman

    IPC: G06N99/00

    CPC classification number: G06N20/00 ,  G06N5/025

    Abstract: A technology is described for predicting a launch time for a computing instance. An example method may include receiving a request for a predicted launch time to launch a computing instance on a physical host within a computing service environment. Data associated with launch features of a computing instance may then be obtained, where the launch features may be determined to have an impact on a launch time of the computing instance on a physical host within a computing service environment. The launch features of the computing instance may then be input to a machine learning model that outputs the predicted launch time for launching the computing instance within the computing service environment.

    Abstract translation: 描述了一种用于预测计算实例的启动时间的技术。 示例性方法可以包括接收针对预计启动时间的请求，以在计算服务环境内的物理主机上启动计算实例。 然后可以获得与计算实例的启动特征相关联的数据，其中可以确定启动特征对计算实例在计算服务环境内的物理主机上的启动时间的影响。 然后可以将计算实例的启动特征输入到输出用于在计算服务环境内启动计算实例的预测启动时间的机器学习模型。

    Computing service capacity management
    9.
    发明授权
    Computing service capacity management 有权

    公开(公告)号：US10469329B1

    公开(公告)日：2019-11-05

    申请号：US14482885

    申请日：2014-09-10

    Applicant: Amazon Technologies, Inc.

    Inventor： Anton André Eicher ,  Matthew James Eddey ,  Richard Alan Hamman

    IPC: H04L12/24 ,  G06N20/00

    Abstract: A technology is described for managing computing capacity within a computing service environment. An example method may include determining a state of a computing service environment having a group of physical hosts that execute computing instances and determining a predicted demand for computing instance launches on the group of physical hosts. A co-location of the computing instance launches on the group of physical hosts may then be determined by applying the predicted demand for computing instance launches to the state of the computing service environment. A predicted launch time for the computing instance launches may then be determined using the co-location of the computing instance launches as an input feature. An additional physical host may then be added to the group of physical hosts to decrease the predicted launch time.

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