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    Integrated assistance platform
    1.
    发明授权
    Integrated assistance platform 有权

    公开(公告)号：US11188810B2

    公开(公告)日：2021-11-30

    申请号：US16018772

    申请日：2018-06-26

    Applicant: AT&T Intellectual Property I, L.P

    Inventor： Chuxin Chen ,  George Dome ,  John Oetting

    IPC: G06N5/04 ,  G06N3/00 ,  G06N20/00 ,  G06N3/08

    Abstract: Systems and methods disclosed herein relate to autonomous agents. A first autonomous agent receives, from a first sensor, a first set of event data indicating events relating to a subject. The first autonomous agent provides the first set of event data to a data aggregator. The first autonomous agent receives, from the data aggregator, correlated event data including events sensed by the first autonomous agent and a second autonomous agent. The first autonomous agent applies machine learning model to the correlated event data to predict a first pattern of activity and determines, based on the first pattern of activity, that a first action is to be performed, causing the first actuator module to perform the first action.

    Intelligent Preventative Maintenance of Critical Applications in Cloud Environments
    2.
    发明申请
    Intelligent Preventative Maintenance of Critical Applications in Cloud Environments 审中-公开

    公开(公告)号：US20190095265A1

    公开(公告)日：2019-03-28

    申请号：US15715589

    申请日：2017-09-26

    Applicant: AT&T Intellectual Property I, L.P.

    Inventor： George Dome ,  Dean Bragg ,  John Ng ,  John Oetting ,  Chuxin Chen

    IPC: G06F11/07 ,  H04L12/24 ,  G06F11/34 ,  H04L12/26 ,  G06F9/455

    Abstract: An intelligent preventative maintenance architecture for maintaining a plurality of cloud components operating within a cloud computing environment is disclosed. The architecture can perform a predictive failure analysis that monitors health of at least a portion of the plurality of cloud components that hosts a mission critical application. The predictive failure analysis receives sensor data that includes environmental data associated with environmental characteristics of the cloud computing environment and cloud component data associated with operational characteristics of at least a portion of the plurality of cloud components operating within the cloud computing environment. The predictive failure analysis analyzes the sensor data to detect an abnormal pattern within the sensor data, determines a root cause of the abnormal pattern, and predicts a probability of a failure of at least one cloud component of the plurality of cloud components.

    INTEGRATED ASSISTANCE PLATFORM
    4.
    发明申请
    INTEGRATED ASSISTANCE PLATFORM 审中-公开

    公开(公告)号：US20190392286A1

    公开(公告)日：2019-12-26

    申请号：US16018772

    申请日：2018-06-26

    Applicant: AT&T Intellectual Property I, L.P

    Inventor： Chuxin Chen ,  George Dome ,  John Oetting

    IPC: G06N3/00 ,  G06N99/00 ,  G06N5/04

    Abstract: Systems and methods disclosed herein relate to autonomous agents. A first autonomous agent receives, from a first sensor, a first set of event data indicating events relating to a subject. The first autonomous agent provides the first set of event data to a data aggregator. The first autonomous agent receives, from the data aggregator, correlated event data including events sensed by the first autonomous agent and a second autonomous agent. The first autonomous agent applies machine learning model to the correlated event data to predict a first pattern of activity and determines, based on the first pattern of activity, that a first action is to be performed, causing the first actuator module to perform the first action.

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