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    TRAINING OF AI / ML BASED MODELS WITH OPERATOR DATA
    1.
    发明公开
    TRAINING OF AI / ML BASED MODELS WITH OPERATOR DATA 审中-公开

    公开(公告)号：EP4099622A1

    公开(公告)日：2022-12-07

    申请号：EP22172961.9

    申请日：2022-05-12

    申请人： Nokia Technologies Oy

    发明人： TANG, Haitao ,  MWANJE, Stephen

    IPC分类号： H04L9/40 ,  G06F21/33

    摘要： A training application (TrApp) is configured to train an AI/ML based model; sending to a license management function (LiMnF) in a network a request (R1) for acquiring a license for accessing operator data generated by one or more network entities in the network; receive, from the license management function (LiMnF) in response to the request (R1) for acquiring a license, at least one license credential, wherein the license credential identifies operator data to which the training application (TrApp) is allowed to access; send at least one request (R3) for accessing operator data, the at least one request for accessing operator data including the at least one license credential; receive in response to the at least one request (R3) for accessing operator data the operator data to which the training application (TrApp) is allowed to access. The AI/ML based model may be trained using received operator data as training data.

    TRAINING OF AI / ML BASED MODELS WITH OPERATOR DATA
    3.
    发明公开
    TRAINING OF AI / ML BASED MODELS WITH OPERATOR DATA 审中-公开

    公开(公告)号：EP4099191A1

    公开(公告)日：2022-12-07

    申请号：EP21177358.5

    申请日：2021-06-02

    申请人： Nokia Technologies Oy

    发明人： TANG, Haitao ,  MWANJE, Stephen

    IPC分类号： G06F21/10

    摘要： A training application (TrApp) is configured to train an AI/ML based model; sending to a license management function (LiMnF) in a network a request (R1) for acquiring a license for accessing operator data generated by one or more network entities in the network; receive, from the license management function (LiMnF) in response to the request (R1) for acquiring a license, at least one license credential, wherein the license credential identifies operator data to which the training application (TrApp) is allowed to access; send at least one request (R3) for accessing operator data, the at least one request for accessing operator data including the at least one license credential; receive in response to the at least one request (R3) for accessing operator data the operator data to which the training application (TrApp) is allowed to access. The AI/ML based model may be trained using received operator data as training data.

    MECHANISM FOR REGISTRATION, DISCOVERY AND RETRIEVAL OF DATA IN A COMMUNICATION NETWORK
    4.
    发明公开
    MECHANISM FOR REGISTRATION, DISCOVERY AND RETRIEVAL OF DATA IN A COMMUNICATION NETWORK 审中-公开

    公开(公告)号：EP4047879A1

    公开(公告)日：2022-08-24

    申请号：EP21157890.1

    申请日：2021-02-18

    申请人： Nokia Technologies Oy

    发明人： TANG, Haitao ,  SARTORI, Cinzia ,  POLLAKOWSKI, Olaf ,  ANDRIANOV, Anatoly

    IPC分类号： H04L12/24 ,  H04L12/26

    摘要： An apparatus for use by a communication network element or function configured to act as a data collection coordination function in a communication network, the apparatus comprising at least one processing circuitry, and at least one memory for storing instructions to be executed by the processing circuitry, wherein the at least one memory and the instructions are configured to, with the at least one processing circuitry, cause the apparatus at least: to receive, from a data consumer, a request for providing data from a data source for processing by the data consumer, and to process the request, to obtain, from a configuration management function, a meta data instance related to the requested data, to create a schema of the requested data based on the meta data instance, to obtain a schema for accessing the data being provided by a data source for making the data reusable as history data, and to register the obtained meta data instance and the schema for accessing the data in a repository.