-
公开(公告)号：US20220104213A1
公开(公告)日：2022-03-31
申请号：US17233975
申请日：2021-04-19
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Juhwan SONG , Taejeoung KIM , Taeseop LEE , Seowoo JANG , Minsuk CHOI
Abstract: Provided is a method, performed by an electronic device, of scheduling a plurality of packets to allocate radio resources to a plurality of packets related to tasks of a plurality of user equipments (UEs) and stacked in a queue, the method including: setting priorities for a plurality of packets stacked in the queue at a first point in time based on a preset scheduling parameter, allocating radio resources to at least some of the plurality of packets for which the priorities are set based on the set priorities, updating the scheduling parameter using at least one artificial intelligence (AI) learning model, and setting the priorities for the plurality of packets stacked in the queue at a second point in time later than the first point in time, based on the updated scheduling parameter.
-
公开(公告)号：US20220131764A1
公开(公告)日：2022-04-28
申请号：US17506195
申请日：2021-10-20
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Taeseop LEE , Seowoo JANG , Minsuk CHOI , Taejeoung KIM , Juhwan SONG
Abstract: A method, performed by an electronic device, of controlling a state control parameter for adjusting a state of a network of a base station, using any one of a plurality of models, includes: obtaining information related to the state of the network from the base station, performing simulation on each of the plurality of models based on the obtained information related to the state of the network, selecting any one model from among the plurality of models based on a result of the performed simulation, and transmitting a value of the state control parameter, calculated using the selected any one model, to the base station to update the state control parameter.
-
公开(公告)号：US20220337346A1
公开(公告)日：2022-10-20
申请号：US17417648
申请日：2020-12-17
Applicant: Samsung Electronics Co., Ltd.
Inventor： Taeseop LEE , Taejeoung KIM , Minsuk CHOI
Abstract: Provided is a data transmission method including obtaining, from a core network (CN), at least one packet to be transmitted to a user equipment via a first cell group or a second cell group, determining a packet to be transmitted via the second cell group, among the at least one packet, transmitting the determined packet to the user equipment via the second cell group, obtaining packet delivery state information of the first cell group and packet delivery state information of the second cell group, determining whether to retransmit the transmitted packet based on the packet delivery state information of the first cell group and the packet delivery state information of the second cell group, and retransmitting the packet determined to be retransmitted to the user equipment via the first cell group.
-
公开(公告)号：US20220141766A1
公开(公告)日：2022-05-05
申请号：US17513172
申请日：2021-10-28
Applicant: Samsung Electronics Co., Ltd.
Inventor： Minsuk CHOI , Kyungrae KIM , Taejeoung KIM , Juhwan SONG , Taeseop LEE , Seowoo JANG
Abstract: Disclosed is a method, performed by an electronic device, of controlling a plurality of cells for providing radio resources to a plurality of user equipments (UEs), including: obtaining information about a load of each of a plurality of cells, calculating a total load of the plurality of cells based on the obtained information, changing a state of at least one cell from among the plurality of cells from an active state to an inactive state or from an inactive state to an active state based on the calculated total load, and controlling the plurality of cells so that a plurality of UEs are connected to active cells from among the plurality of cells in response to the change in the state of the at least one cell.
-
Patent Agency Ranking
公开(公告)号：US20240220818A1
公开(公告)日：2024-07-04
申请号：US18526818
申请日：2023-12-01
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Taejeoung KIM
IPC: G06N3/098
CPC classification number: G06N3/098
Abstract: An electronic apparatus, including: a communication interface; a memory configured to store at least one instruction; and at least one processor configured to: receive information regarding a global neural network model and information regarding evaluation data from a server using the communication interface; obtain a data set for training the global neural network model; train the global neural network model based on the data set; evaluate the trained global neural network model by inputting the evaluation data to the trained global neural network model; and determine whether to transmit information regarding the trained global neural network model to the server based on a result of the evaluating.
-
公开(公告)号：US20230059674A1
公开(公告)日：2023-02-23
申请号：US17735352
申请日：2022-05-03
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Taejeoung KIM , Kyunam CHO
Abstract: Provided is a method, performed by a server, of performing distributed learning. The server builds a computer cluster by selecting worker nodes that are to perform distributed learning, from among a plurality of nodes, wherein nodes in the computer cluster include the server that is a master node and the worker nodes. The server identifies, with respect to each of the nodes in the computer cluster, an operation time taken for each of the nodes in the computer cluster to perform training, and adjusts a number of data included in each of data subsets, based on the operation time of each of the nodes in the computer cluster, the data subsets being used in training of the nodes in the computer cluster.
-
公开(公告)号：US20220104113A1
公开(公告)日：2022-03-31
申请号：US17235291
申请日：2021-04-20
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Taeseop LEE , Taejeoung KIM , Haksung KIM , Juhwan SONG , Seowoo JANG , Minsuk CHOI
Abstract: An electronic device configured to adjust a state of an access network including at least one cell may include: at least one processor, and a memory connected to the at least one processor, wherein the at least one processor is configured to control the electronic device to: obtain state history information of the access network at a first time point, determine, based on the obtained state history information, a first time period required to adjust a state of the access network, determine, based on the first time point and the first time period, a second time point, the second time point being a reference time point at which the state of the access network is to be adjusted, estimate a state of the access network at the second time point based on the obtained state history information, determine values of state control parameters for adjusting the state of the access network, based on the estimated state of the access network at the second time point, and transmit the determined values of the state control parameters to the access network, wherein the values of the state control parameters transmitted to the access network are applied, at the second time point, to the state control parameters of the access network, to adjust the state of the access network.
-
8.发明申请公开(公告)号：US20210357722A1
公开(公告)日：2021-11-18
申请号：US17320885
申请日：2021-05-14
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Seowoo JANG , Taejeoung KIM , Juhwan SONG , Taeseop LEE , Minsuk CHOI
Abstract: Provided is a method, performed by an electronic device, of an operation based on a virtual simulator module, wherein the electronic device obtains a simulation parameter set for each of a plurality of operations for performing simulations with respect to the plurality of operations, obtains first performance information for each operation using a simulator module, wherein the first performance information indicates performance of an operation simulated based on the simulation parameter set, obtains second performance information for each operation based on the first performance information using a modeling module, wherein the second performance information indicates performance of the operation simulated in the simulator module, and performs an operation of the plurality of operations based on the first performance information and the second performance information.
-
公开(公告)号：US20210168195A1
公开(公告)日：2021-06-03
申请号：US16951398
申请日：2020-11-18
Applicant: Samsung Electronics Co., Ltd.
Inventor： Jihoon O , Taejeoung KIM
Abstract: A method for controlling a server is provided. The method for controlling a server includes obtaining a first neural network model including a plurality of layers, identifying a second neural network model associated with the first neural network model using metadata included in the first neural network model, based on the second neural network model being identified, identifying at least one changed layer between the first neural network model and the second neural network model, and transmitting information on the at least one identified layer to an external device storing the second neural network model.
-
-
-
-
-
-
-
-
Search Results
9
records
(took 0.015 seconds)
