Adaptive configuration of a heterogeneous cluster environment

    公开(公告)号:US11113629B2

    公开(公告)日:2021-09-07

    申请号:US15859542

    申请日:2017-12-31

    IPC分类号: G06N20/00 H04L12/24 G06N5/00

    摘要: An embodiment includes a method for use in managing a system comprising one or more computers, each computer comprising at least one hardware processor coupled to at least one memory, the method comprising a computer-implemented manager: generating a potential configuration for hardware resources of the system; determining whether the potential configuration satisfies accuracy and time constraints for a selected machine learning model; if the potential configuration satisfies the constraints, indicating the potential configuration to be the optimal configuration for the system; and if the potential configuration does not satisfy the constraints, adapting the potential configuration to satisfy the constraints. The adapting may comprise repeating the generating and determining steps. The adapting may be based at least in part on the hardware resources and the selected machine learning model.

    QUALITY OF EXPERIENCE FOR COMMUNICATION SESSIONS

    公开(公告)号:US20190320042A1

    公开(公告)日:2019-10-17

    申请号:US16455922

    申请日:2019-06-28

    摘要: A computer-implemented method, computer program product, and computing system is provided for managing quality of experience for communication sessions. In an implementation, a method may include determining a participant focus metric for each of a plurality of participants of a communication session. The method may also include identifying one of the plurality of participants of the communication session as having sufficient capacity to support the communication session based upon, at least in part, the participant focus metric for each of the plurality of participants of the communication session. The method may also include selecting the one of the plurality of participants having a sufficient capacity to support the communication session as a selected focus for the communication session. The method may further include adaptively implementing a centralized communication session architecture utilizing the selected focus.

    Quality of experience for communication sessions

    公开(公告)号:US10432750B2

    公开(公告)日:2019-10-01

    申请号:US15877748

    申请日:2018-01-23

    摘要: A computer-implemented method, computer program product, and computing system is provided for managing quality of experience for communication sessions. In an implementation, a method may include determining a participant focus metric for each of a plurality of participants of a communication session. The method may also include identifying one of the plurality of participants of the communication session as having sufficient capacity to support the communication session based upon, at least in part, the participant focus metric for each of the plurality of participants of the communication session. The method may also include selecting the one of the plurality of participants having a sufficient capacity to support the communication session as a selected focus for the communication session. The method may further include adaptively implementing a centralized communication session architecture utilizing the selected focus.

    Adaptive video streaming for communication sessions
    8.
    发明授权
    Adaptive video streaming for communication sessions 有权
    用于通信会话的自适应视频流

    公开(公告)号:US09584764B2

    公开(公告)日:2017-02-28

    申请号:US14622045

    申请日:2015-02-13

    摘要: A computer-implemented method, computer program product, and computing system is provided for managing quality of experience for video conferences. In an implementation, a method may include determining a capacity of a participant associated with a video conference. The method may also include determining a number of remote participants of the video conference. The method may further include implementing a video distribution architecture for the participant based upon, at least in part, the capacity of the participant and the number of remote participants. Implementing the video distribution architecture for the participant may include implementing a distributed architecture session for the participant if the capacity of the participant is greater than or equal to the number of remote participants of the video conference. Implementing the video distribution architecture for the participant may also include implementing a centralized architecture session for the participant if the capacity of the participant is less than the number of remote participants of the video conference.

    摘要翻译: 提供计算机实现的方法,计算机程序产品和计算系统,用于管理视频会议的体验质量。 在实现中,方法可以包括确定与视频会议相关联的参与者的容量。 该方法还可以包括确定视频会议的远程参与者的数量。 该方法可以进一步包括至少部分地基于参与者的能力和远程参与者的数量来为参与者实现视频分发架构。 如果参与者的容量大于或等于视频会议的远程参与者的数量,则为参与者实现视频分发架构可以包括为参与者实现分布式架构会话。 如果参与者的容量小于视频会议的远程参与者的数量,则为参与者实现视频分发架构还可以包括为参与者实现集中式架构会话。

    Managing quality of service for communication sessions
    9.
    发明授权
    Managing quality of service for communication sessions 有权
    管理通信会议的服务质量

    公开(公告)号:US09209929B2

    公开(公告)日:2015-12-08

    申请号:US14031615

    申请日:2013-09-19

    摘要: A computer-implemented method, computer program product, and computing system is provided for managing quality of service for communication sessions. In an implementation, a method may include determining network condition associated with a communication session. The method may also include calculating one or more anticipated performance attributes for each of a plurality of error correction codes based on the network condition. The method may also include determining a quality of experience metric for each of the plurality of error correction codes based on the calculated one or more anticipate performance attributes for each of the plurality of error correction codes. The method may further include establishing one of the plurality of error correction codes for the communication session based on the quality of experience metric for each of the plurality of error correction codes.

    摘要翻译: 提供计算机实现的方法,计算机程序产品和计算系统,用于管理通信会话的服务质量。 在实现中,方法可以包括确定与通信会话相关联的网络条件。 该方法还可以包括基于网络条件来计算多个纠错码中的每一个的一个或多个预期性能属性。 该方法还可以包括基于针对多个纠错码中的每一个的所计算的一个或多个预期性能属性来确定多个纠错码中的每一个的体验质量度量。 该方法还可以包括基于多个纠错码中的每个纠错码的体验质量度量建立通信会话的多个纠错码之一。

    DETERMINING QUALITY OF EXPERIENCE FOR COMMUNICATION SESSIONS
    10.
    发明申请
    DETERMINING QUALITY OF EXPERIENCE FOR COMMUNICATION SESSIONS 审中-公开
    确定通信会议的经验质量

    公开(公告)号:US20150142146A1

    公开(公告)日:2015-05-21

    申请号:US14198666

    申请日:2014-03-06

    IPC分类号: H04L12/24 H04L29/08 G06F3/16

    摘要: A computer-implemented method, computer program product, and computing system is provided for determining quality of experience for communication sessions. In an implementation, a method may include determining a plurality of intrusive quality of experience scores associated with a plurality of intrusive audio transmission samples. The method may also include determining a plurality of non-intrusive quality of experience scores associated with a plurality of non-intrusive audio transmission samples. The method may further include deriving a quality of experience coefficient based upon a relationship between the plurality of intrusive quality of experience scores and the plurality of non-intrusive quality of experience scores.

    摘要翻译: 提供计算机实现的方法,计算机程序产品和计算系统,用于确定通信会话的体验质量。 在实现中,方法可以包括确定与多个入侵音频传输样本相关联的经验评分的多个入侵质量。 该方法还可以包括确定与多个非入侵音频传输样本相关联的经验评分的多个非侵入性质量。 该方法可以进一步包括基于经验分数的多个入侵质量与多个非侵入性体验评分之间的关​​系导出经验系数的质量。