公开(公告)号：US20250053866A1

公开(公告)日：2025-02-13

申请号：US18618238

申请日：2024-03-27

Applicant: Samsung Electronics Co., Ltd.

Inventor： Subhash Kumar SINGH ,  Sukhdeep SINGH ,  Naman GUPTA ,  Peter Moonki HONG ,  Seungil YOON

IPC: G06N20/00

Abstract: A method for sharing data between machine learning (ML) applications with a network training platform. The method includes: receiving a request to register a first ML application with the network training platform, wherein the request comprises first one or more parameters related to the first ML application; identifying at least one second ML application registered with the network training platform based on the first one or more parameters; identifying second one or more parameters related to the at least one second ML application; comparing the first one or more parameters with the second one or more parameters related to the at least one second ML application; and sharing, with the first ML application, predicted data corresponding to the at least one second ML application based on the comparing.

公开(公告)号：US20240056878A1

公开(公告)日：2024-02-15

申请号：US18447756

申请日：2023-08-10

Applicant: Samsung Electronics Co., Ltd.

Inventor： Madhan Raj KANAGARATHINAM ,  Irlanki SANDEEP ,  Kavin Kumar THANGADORAI ,  Srihari KUNCHA ,  Dronamraju Siva SABAREESH ,  Srihari SRIRAM ,  Sukhdeep SINGH ,  Sri Vinod PALACHARLA ,  Jayendra Reddy KOVVURI ,  Mohan Rao GOLI ,  Sunghee LEE

IPC: H04W28/02

CPC classification number: H04W28/0268

Abstract: Embodiments herein provide a method for managing Quality of Service (QoS) of applications in a wireless network. Detecting a plurality of data traffic of plurality of applications based on current activities of a user equipment (UE), hardware components of UE, a plurality traffic parameter, a QoS report received from an access point (AP) associated with UE in a wireless network. Detecting an enhanced distributed channel access (EDCA) function based on plurality of data traffic. The EDCA function includes current mapping between access category of each data structure and traffic category of plurality of data traffic based on association. Classifying plurality of data traffic of the plurality of applications into priority data traffic category and non-priority data traffic category based on current mapping of the EDCA function. Modifying current mapping of EDCA function based on priority data traffic category, non-priority data traffic category, and access category of each data structure of plurality of data structures.

公开(公告)号：US20230118253A1

公开(公告)日：2023-04-20

申请号：US17992302

申请日：2022-11-22

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Vishal MURGAI ,  Issaac KOMMINENI ,  Mohan Rao GOLI ,  Srihari Das SUNKADA GOPINATH ,  Swaraj KUMAR ,  Mallappa PRABHUSWAMY ,  Sukhdeep SINGH

IPC: H04W52/02 ,  H04W24/10 ,  H04W28/08

Abstract: A method implemented at one or more base stations for a power management of the one or more base stations in a wireless communication network is disclosed. The method includes transmitting, by the one or more base stations, a plurality of Key Performance Indicator (KPI) parameters associated with the one or more base stations to a federal server controller. The method includes receiving, by the one or more base stations from the federal server controller, a KPI relationship predicting a future load based on the plurality of KPI parameters associated with the one or more base stations. The method includes adjusting, by the one or more base stations, a Central Processing Unit (CPU) frequency associated with the one or more base stations autonomously based on the KPI relationship for managing the future load associated with the one or more base stations.

公开(公告)号：US20220330063A1

公开(公告)日：2022-10-13

申请号：US17729629

申请日：2022-04-26

Applicant: Samsung Electronics Co., Ltd.

Inventor： Joseph THALIATH ,  Deepanshu GAUTAM ,  Avinash BHAT ,  Sukhdeep SINGH

IPC: H04W24/08 ,  H04W24/02

Abstract: The disclosure relates to a 5G or 6G communication system for supporting a higher data transmission rate. A method performed by an operation, administration and maintenance (OAM) controller for facilitating continuous integration and continuous deployment (CI-CD) in a wireless communication system is provided. The method includes transmitting, to a network slice management service (NSMS) consumer, a request to trigger a test upgraded technique for a network function (NF), wherein the request to trigger the test upgraded technique comprises at least one parameter indicated as part of a test network slice information object class (IOC); receiving, from the NSMS consumer, a trigger test response based on the request to trigger the test upgraded technique; and configuring at least one user equipment (UE) with at least one test slice identifier based on the trigger test response.