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    METHOD AND APPARATUS FOR MANAGING THE MOBILITY OF DEVICE IN A NETWORK
    1.
    发明申请
    METHOD AND APPARATUS FOR MANAGING THE MOBILITY OF DEVICE IN A NETWORK 审中-公开

    公开(公告)号：US20200296569A1

    公开(公告)日：2020-09-17

    申请号：US16813146

    申请日：2020-03-09

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Satish KUMAR ,  Sukhdeep SINGH ,  Suman KUMAR ,  Avinash BHAT ,  Rahul BANERJI ,  Naman GUPTA ,  Seungil YOON

    IPC: H04W8/02 ,  H04W8/22 ,  H04W64/00

    Abstract: A method and Network function for controlling an operation of a device based on a service provided to the device is provided. The method includes obtaining at least one of information about the service requested by the device, movement information of the device, or capability information of the device, determining a characteristic of the service provided to the device based on at least one of the information about the service, the movement information of the device, or the capability information of the device, generating service setting information for the service provided to the device based on the determined characteristic of the service, and transmitting, to an Access and Mobility Function (AMF), the service setting information.

    METHOD AND SYSTEM FOR DETERMINING QUIC STREAMS IN REAL-TIME APPLICATIONS
    2.
    发明申请
    METHOD AND SYSTEM FOR DETERMINING QUIC STREAMS IN REAL-TIME APPLICATIONS 有权

    公开(公告)号：US20250106311A1

    公开(公告)日：2025-03-27

    申请号：US18971931

    申请日：2024-12-06

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Sukhdeep SINGH ,  Madhan Raj KANAGARATHINAM ,  Avinash BHAT

    IPC: H04L69/164 ,  H04L41/16 ,  H04L65/80

    Abstract: Embodiments of the disclosure disclose a method and a network node for selecting QUIC streams in wireless communication. As such, current values associated with network parameters related to a data session in real-time are received by network node in a wireless communication system. The network parameters include at least one of: connection metrics, network condition and a type of service. As such, new values of the network parameters for the data session are predicted by the network node using an artificial intelligence (AI) model based on the current values. A plurality of QUIC streams related to the data session are determined based on new network parameters. Each QUIC stream of the plurality of QUIC streams is selected from at least: reliable QUIC stream, semi-reliable QUIC stream, and unreliable QUIC stream. The plurality of QUIC streams are streamed in the wireless communication system.

    OPTIMIZING PERFORMANCE OF CUSTOMER PREMISES EQUIPMENT IN WIRELESS NETWORK
    3.
    发明公开
    OPTIMIZING PERFORMANCE OF CUSTOMER PREMISES EQUIPMENT IN WIRELESS NETWORK 审中-公开

    公开(公告)号：US20240314585A1

    公开(公告)日：2024-09-19

    申请号：US18427189

    申请日：2024-01-30

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Joseph THALIATH ,  Jaijin LIM ,  Seungil YOON ,  Sukhdeep SINGH ,  Sandeep Kumar JAISAWAL

    IPC: H04W24/02 ,  H04W24/10

    CPC classification number: H04W24/02 ,  H04W24/10

    Abstract: Various embodiments herein achieve method for optimizing a performance of a customer premises equipment (CPE) in a wireless network by a network apparatus. The method includes receiving a measurement information from at least one CPE. Further, the method includes receiving a measurement information from at least one RAN node. Further, the method includes detecting whether a performance associated with at least one CPE is degraded based on the received measurement information from the at least one CPE. Further, the method includes identifying a RAN UE ID for the at least one CPE whose performance is degraded by correlating the measurement information received from the at least one CPE and the measurement information received from the at least one RAN node. Further, the method includes applying an action based on the identified RAN UE ID.

    METHODS AND SYSTEMS FOR MANAGING MULTIPATH COMMUNICATION
    5.
    发明公开
    METHODS AND SYSTEMS FOR MANAGING MULTIPATH COMMUNICATION 审中-公开

    公开(公告)号：US20240048640A1

    公开(公告)日：2024-02-08

    申请号：US18380980

    申请日：2023-10-17

    Applicant: SAMSUNG ELECTRONICS CO., LTD.

    Inventor： Sukhdeep SINGH ,  Madhan Raj KANAGARATHINAM

    IPC: H04L67/62 ,  H04L12/18

    CPC classification number: H04L67/62 ,  H04L12/1881 ,  H04L12/185

    Abstract: A method managing multipath communication includes acquiring a plurality of network addresses respectively corresponding to a plurality of servers associated with a domain, sending a data request to at least one server of the plurality of servers based on the acquired plurality of network addresses, receiving a first data packet transmitted from a first server of the plurality of servers in response to the data request, the first data packet being received first in order among a plurality of data packets received from the plurality of servers in response to the data request, accepting the first data packet, and rejecting data packets transmitted from each server of the plurality of servers other than the first server.

    METHOD AND ELECTRONIC DEVICE FOR OPTIMIZING TRAINING OF DATA DRIVEN MODEL IN WIRELESS NETWORK
    8.
    发明申请
    METHOD AND ELECTRONIC DEVICE FOR OPTIMIZING TRAINING OF DATA DRIVEN MODEL IN WIRELESS NETWORK 有权

    公开(公告)号：US20250053868A1

    公开(公告)日：2025-02-13

    申请号：US18752263

    申请日：2024-06-24

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Sandeep Kumar JAISAWAL ,  Sukhdeep SINGH ,  Joseph THALIATH ,  Seungil YOON ,  Peter Moonki HONG

    IPC: G06N20/00

    Abstract: Methods for optimizing training of a data driven model in a wireless network by data driven model validation controller running in electronic device. The method may include obtaining and selecting a candidate data driven model from a plurality of candidate data driven models. The method may include determining whether the selected candidate data driven model meets a predefined prediction. The method may include deploying the selected candidate data driven model to a target deployment environment upon determining that the selected candidate data driven model meets the prediction. The method may include sending the selected candidate data driven model to a data driven model optimizer running in the electronic device for tuning a hyper-parameter and the data driven technique running in the data driven model upon determining that the selected candidate data driven model does not meet the prediction.

    EMBEDDING NEURAL NETWORKS AS A MATRIX FOR NETWORK DEVICE IN WIRELESS NETWORK
    10.
    发明公开
    EMBEDDING NEURAL NETWORKS AS A MATRIX FOR NETWORK DEVICE IN WIRELESS NETWORK 审中-公开

    公开(公告)号：US20240007874A1

    公开(公告)日：2024-01-04

    申请号：US18348039

    申请日：2023-07-06

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Vishal MURGAI ,  Swaraj KUMAR ,  Sukhdeep SINGH

    IPC: H04W24/02

    CPC classification number: H04W24/02

    Abstract: Embodiments herein disclose a method and a device for embedding neural networks as a matrix for a network device in wireless networks. The method includes receiving s from the network device. Further, the method also includes determining the KPI among the plurality of KPIs as target KPIs that related to a network anomaly using a ML model. Further, the method also includes determining a correlation of the target KPI with the plurality of KPIs for the network anomaly using the ML model. Further, the method also includes determining the matrix indicating a relation of the target KPI with the plurality of KPIs. Furthermore, the method includes optimizing a resource of the network device by embedding the matrix in the network device.

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