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    System and method of using a machine learning algorithm to meet SLA requirements
    2.
    发明授权
    System and method of using a machine learning algorithm to meet SLA requirements 有权

    公开(公告)号：US10091070B2

    公开(公告)日：2018-10-02

    申请号：US15170040

    申请日：2016-06-01

    Applicant: Cisco Technology, Inc.

    Inventor： Danish Chopra ,  Anshu Narang ,  Inderpreet Bhullar ,  Hemant Patel ,  Shashidhar Srinivasa

    IPC: G06F9/455 ,  H04L12/24 ,  H04L12/26

    Abstract: A method includes collecting, at a monitoring and recovery node, a virtual network function key performance index data through multiple channels from a corresponding containerized virtual network function. The method includes maintaining, at the monitoring and recovery node, state information of the corresponding containerized virtual network function and running, at the monitoring and recovery node, a machine learning algorithm that, once trained, learns and predicts whether the corresponding containerized virtual network function requires one of a scaling, a healing or a context switching to sister virtual network function to yield a determination and meet the service level agreement of a network service.

    NETWORK EMBEDDED FRAMEWORK FOR DISTRIBUTED NETWORK ANALYTICS
    7.
    发明申请
    NETWORK EMBEDDED FRAMEWORK FOR DISTRIBUTED NETWORK ANALYTICS 审中-公开
    网络嵌入式框架用于分布式网络分析

    公开(公告)号：US20160094420A1

    公开(公告)日：2016-03-31

    申请号：US14550885

    申请日：2014-11-21

    Applicant: Cisco Technology, Inc.

    Inventor： Ludwig Alexander Clemm ,  Yegnanarayanan Chandramouli ,  Saileshwar Krishnamurthy ,  Shashidhar Srinivasa

    IPC: H04L12/26 ,  H04L29/08

    CPC classification number: H04L43/04 ,  H04L41/046 ,  H04L41/0803 ,  H04L41/145 ,  H04L67/10

    Abstract: A network analytics controller is established in a network. The network includes a plurality of nodes. A plurality of network analytics agents is established; each agent at a node of the network. Network analytics configuration parameters, including a network analytics scope, are received at the networks analytics controller. A task is assigned to each agent at a node determined to be within the network analytics scope, the task comprising that portion of the network analytics specified in the network analytics configuration parameters relevant to the corresponding node. The assigned task is performed at each agent assigned a task. The networks analytics controller receives the results of each performed task, and aggregates the received results.

    Abstract translation: 在网络中建立网络分析控制器。 网络包括多个节点。 建立了多个网络分析代理; 每个代理在网络的一个节点。 在网络分析控制器处收到网络分析配置参数，包括网络分析范围。 任务被分配给确定在网络分析范围内的节点处的每个代理，该任务包括在与相应节点相关的网络分析配置参数中指定的网络分析部分。 在分配任务的每个代理处执行分配的任务。 网络分析控制器接收每个执行任务的结果，并聚合接收的结果。

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