公开(公告)号：US20210319282A1

公开(公告)日：2021-10-14

申请号：US17266781

申请日：2019-10-04

Applicant: Samsung Electronics Co., Ltd.

Inventor： Myungjoo HAM ,  Jijoong MOON ,  Jinhyuck PARK ,  Hyoungjoo AHN ,  Geunsik LIM ,  Jaeyun JUNG

IPC: G06N3/04

Abstract: The disclosure provides an electronic device and a method for controlling same. The electronic device comprises: a memory; and a processor, connected to the memory, for controlling the electronic device, wherein the processor executes at least one command stored in the memory, and is thereby capable of controlling scheduling of data processing of a plurality of artificial intelligence models on the basis of at least one of a data processing speed and a connection structure of the plurality of artificial intelligence models.

公开(公告)号：US20230144680A1

公开(公告)日：2023-05-11

申请号：US17437320

申请日：2020-11-24

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Jijoong MOON ,  Wook SONG ,  Sangjung WOO ,  Geunsik LIM ,  Jaeyun JUNG ,  Myungjoo HAM

IPC: G06F21/60 ,  G06N3/08 ,  G06N3/0464

CPC classification number: G06F21/602 ,  G06N3/08 ,  G06N3/0464

Abstract: An electronic apparatus and a method for controlling thereof are provided. The electronic apparatus includes a memory storing an artificial neural network and metadata including information of at least one layer in the artificial neural network, and a processor configured to: acquire a security vector based on the metadata and a security key of the electronic apparatus; map the security vector and the metadata with the security key and identification information of the artificial neural network; perform encryption on the at least one layer based on the metadata and the security vector; based on input data input to the artificial neural network, load the metadata and the security vector by using the security key and the identification information of the artificial neural network; and perform an operation between the input data and the encrypted at least one layer based on the loaded security vector and the metadata.

公开(公告)号：US20230214122A1

公开(公告)日：2023-07-06

申请号：US18088087

申请日：2022-12-23

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Geunsik LIM ,  Myungjoo HAM

IPC: G06F3/06

CPC classification number: G06F3/0611 ,  G06F3/0644 ,  G06F3/0679

Abstract: A memory management method or an electronic device for managing memory is provided. The method may include checking available capacity to allocate new process to first memory. The method may include determining whether to swap out the page of the first process to the first memory or the second memory, based on the available capacity and characteristics of the first process that is running in the first memory. The method may include allocating, as a swap space, a partial region of the first memory or the second memory that is determined. The method may include swapping out the page of the first process from the first memory to the swap space. The method may include identifying whether the swapped-out page is swapped-in from the swap space to the first memory. The method may include releasing the swap space.

公开(公告)号：US20200341752A1

公开(公告)日：2020-10-29

申请号：US16855314

申请日：2020-04-22

Applicant: Samsung Electronics Co., Ltd.

Inventor： Geunsik LIM ,  Myungjoo HAM ,  Jijoong MOON ,  Wook SONG

IPC: G06F8/71 ,  G06F11/36

Abstract: An electronic apparatus for automatically performing a source code review and a method thereof are provided. The electronic apparatus includes a communication interface, a memory storing at least one instruction, and at least one processor to control the communication interface. The at least one processor, by executing the at least one instruction, is configured to, based on a source code being submitted to a source code repository with a pull request, receive a webhook event message from the source code repository through the communication interface, download the submitted source code from the source code repository, extract a changed source code among the downloaded source codes, and perform a code review of the extracted source code through at least one inspection module.

公开(公告)号：US20210073634A1

公开(公告)日：2021-03-11

申请号：US17013375

申请日：2020-09-04

Applicant: Samsung Electronics Co., Ltd.

Inventor： Geunsik LIM ,  Myungjoo HAM ,  Jaeyun JUNG

IPC: G06N3/08 ,  G06F8/40

Abstract: A server is provided. The server according to the disclosure includes a memory and a processor. The processor is configured to obtain input data to be input to a trained neural network model using a peripheral device handler, obtain output data by inputting the obtained input data to the trained neural network model via a virtual input device generated by the peripheral device handler, store the output data in a memory area assigned to a virtual output device generated by the peripheral device handler, and verify the neural network model based on the output data stored in the memory area assigned to the virtual output device.

公开(公告)号：US20140181834A1

公开(公告)日：2014-06-26

申请号：US13932489

申请日：2013-07-01

Applicant: Research & Business Foundation, Sungkyunkwan University ,  Samsung Electronics Co., Ltd.

Inventor： Geunsik LIM ,  Young Ik Eom

IPC: G06F9/50

CPC classification number: G06F9/5088 ,  G06F2209/5022 ,  Y02D10/32

Abstract: Methods and apparatus are provided for load-balancing in a portable terminal having a plurality of Central Processing Units (CPUs). A utilization is calculated for each of the plurality of CPUs, when a state of a task is changed. An average of the utilizations of the plurality of CPUs is calculated. It is determined whether the average exceeds a predetermined threshold. Load-balancing is performed when the average exceeds the predetermined threshold.

Abstract translation: 提供了用于在具有多个中央处理单元（CPU）的便携式终端中进行负载平衡的方法和装置。 当改变任务的状态时，为多个CPU中的每一个计算利用率。 计算多个CPU的利用率的平均值。 确定平均值是否超过预定阈值。 当平均值超过预定阈值时执行负载平衡。