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    QOS/QOE ENFORCEMENT DRIVEN SUB-SERVICE FLOW MANAGEMENT IN 5G SYSTEM
    1.
    发明申请
    QOS/QOE ENFORCEMENT DRIVEN SUB-SERVICE FLOW MANAGEMENT IN 5G SYSTEM 审中-公开

    公开(公告)号：US20200304417A1

    公开(公告)日：2020-09-24

    申请号：US16087887

    申请日：2016-04-11

    Applicant: Nokia Technologies Oy

    Inventor： Ling YU ,  Matti Einari LAITILA ,  Peter SZILAGYI ,  Csaba VULKÁN

    IPC: H04L12/863 ,  H04L12/801 ,  H04L12/927 ,  H04W76/11 ,  H04L29/08

    Abstract: Methods and apparatus, including computer program products, are provided for QoE/QoS management. In some example embodiments, there may be provided a method. The method may include detecting, by an enforcement point, an initiation of a session of an application; determining, by the enforcement point, whether a new subservice flow needs to be established to enable, for the initiated session, a quality of service differentiation and/or a quality of experience differentiation; sending, by the enforcement point, an indication to a radio to enable the radio to establish a radio buffer to handle the new subservice flow, when the new subservice flow needs to be established; sending, by the enforcement point, parameter information to the radio to enable the radio to configure at least one service parameter of the radio buffer; and forwarding, by the enforcement point, user-plane data associated with the session to the radio including a subservice flow identifier. Related apparatus, systems, methods, and articles are also described.

    MACHINE LEARNING MODEL CERTIFICATION
    3.
    发明公开
    MACHINE LEARNING MODEL CERTIFICATION 审中-公开

    公开(公告)号：US20230269144A1

    公开(公告)日：2023-08-24

    申请号：US18006954

    申请日：2020-07-30

    Applicant: Nokia Technologies Oy

    Inventor： Peter SZILAGYI

    IPC: H04L41/5009

    CPC classification number: H04L41/5009

    Abstract: A method and system for verifying the results from a machine learning (ML) model hosted by a machine learning as a service (MLaaS) for a MLaaS consumer (MLC), including: receiving a request for benchmark samples from a MLC for the ML model; generating one-time use benchmark samples and benchmark outputs for the ML model; transmitting the benchmark samples to the MLC; receiving from the MLC outputs from the ML model on the benchmark samples; comparing the MLC outputs on the benchmark samples with the generated benchmark outputs to verify the ML model outputs; and sending a verification message to the MLC based on verification.

    Vehicle-to-Vehicle and Vehicle-to-Network Communication
    4.
    发明申请
    Vehicle-to-Vehicle and Vehicle-to-Network Communication 有权

    公开(公告)号：US20220095152A1

    公开(公告)日：2022-03-24

    申请号：US17421438

    申请日：2019-01-14

    Applicant: Nokia Technologies Oy

    Inventor： Peter SZILAGYI

    IPC: H04W28/02 ,  H04W4/46

    Abstract: Providing reliable and timely vehicle-to-everything communications between the communication stations is challenging, but would improve the performance of an intelligent transport system. To address one or more of the challenges, aspects described herein relate to various methods, systems and apparatuses that can be used to determine and disseminate vehicle-to-everything quality of service measurements. Additional aspects may relate to enabling or disabling vehicle-to-network message forwarding between two communication stations.

    VIRTUAL REPRESENTATION OF NON-CONNECTED VEHICLES IN A VEHICLE-TO-EVERYTHING (V2X) SYSTEM
    5.
    发明申请
    VIRTUAL REPRESENTATION OF NON-CONNECTED VEHICLES IN A VEHICLE-TO-EVERYTHING (V2X) SYSTEM 有权

    公开(公告)号：US20210383684A1

    公开(公告)日：2021-12-09

    申请号：US17284975

    申请日：2018-10-17

    Applicant: NOKIA TECHNOLOGIES OY

    Inventor： Peter SZILAGYI

    IPC: G08G1/01 ,  H04W4/12 ,  H04W4/40

    Abstract: A server collects data that represents a status of a non-connected vehicle that does not exchange cooperative awareness messages (CAMs) with the server. The server synthesizes values of fields in a CAM for the non-connected vehicle based on the data. The server also incorporates information in the CAM to indicate that the CAM represents the non-connected vehicle. The server transmits the CAM to one or more connected vehicles. A connected vehicle receives a CAM that includes information indicating whether the CAM represents a non-connected vehicle. The connected vehicle determines a degree of uncertainty associated with values of fields in the CAM based on the information. The connected vehicle selectively takes an action based on the degree of uncertainty.

    MPTCP Friendly Cellular Multi-Connectivity Architecture with Transparent Proxy
    6.
    发明申请
    MPTCP Friendly Cellular Multi-Connectivity Architecture with Transparent Proxy 有权

    公开(公告)号：US20210352749A1

    公开(公告)日：2021-11-11

    申请号：US17283045

    申请日：2018-10-09

    Applicant: Nokia Technologies Oy

    Inventor： Peter SZILAGYI ,  Devaki CHANDRAMOULI

    IPC: H04W76/15 ,  H04W80/06 ,  H04W28/02 ,  H04W60/00

    Abstract: A method includes connecting, by a terminal device, in a protocol data unit session establishment procedure, to at least one master node and at least one network node that provides a proxy for at least one connection of the terminal device, and establishing a master multipath transmission control protocol sub-flow. The method includes receiving, at a multipath transmission control layer, a notification that includes at least one multipath transmission control segment with an add address option that advertises an internet protocol interface address of at least one of the proxy and the at least one network node, and establishing a secondary multipath transmission control protocol sub-flow to the internet protocol interface address in response to receiving the notification.

    TARGET VEHICLE SELECTION AND MESSAGE DELIVERY IN VEHICULAR SYSTEMS
    7.
    发明申请
    TARGET VEHICLE SELECTION AND MESSAGE DELIVERY IN VEHICULAR SYSTEMS 审中-公开

    公开(公告)号：US20200372795A1

    公开(公告)日：2020-11-26

    申请号：US16959755

    申请日：2018-01-08

    Applicant: NOKIA TECHNOLOGIES OY

    Inventor： Peter SZILAGYI ,  Csaba VULKÁN

    IPC: G08G1/09 ,  G08G1/0967 ,  G08G1/01 ,  H04W4/44 ,  H04W4/02

    Abstract: According to an aspect, a method for selecting target vehicles for transmission by a vehicular message distribution entity is provided. Initially, map information and driving context information of a plurality of vehicles is maintained in a database of the vehicular message distribution entity in a communications system. Upon receiving from a first source vehicle a vehicular message comprising at least driving context information, the vehicular message distribution entity selects one or more vehicles in proximity of the first source vehicle from the plurality of vehicles based on geographical locations of said vehicles. Then, the vehicular message distribution entity further selects a first set of one or more target vehicles from the one or more vehicles based on driving context information and the map information. Finally, the vehicular message distribution entity causes sending the vehicular message to the first set using unicast transmission.

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