公开(公告)号：US20200241924A1

公开(公告)日：2020-07-30

申请号：US16436223

申请日：2019-06-10

Applicant: Samsung Electronics Co., Ltd.

Inventor： Taejeong KIM ,  Kyunam CHO

IPC: G06F9/50 ,  G06F9/38 ,  G06N20/00

Abstract: A server and a method for executing an application are provided. The method includes receiving code associated with an application uploaded from a terminal device, transmitting, to a service server, code information associated with the application, receiving, from the service server, execution information for executing the application acquired based on the code information, defining the accelerated computing environment for executing the application based on the received execution information, and executing the application in the compiled accelerated computing environment.

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

IPC: G06N20/20 ,  G06N5/04

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.