The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 15, 2025

Filed:

Jul. 12, 2021
Applicants:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Snu R&db Foundation, Seoul, KR;

Inventors:

Sanggyu Shin, Seoul, KR;

Soojeong Kim, Seoul, KR;

Byung-Gon Chun, Seoul, KR;

Kyunggeun Lee, Seoul, KR;

Assignees:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/06 (2006.01); G06F 1/3228 (2019.01); G06F 9/38 (2018.01); G06F 9/48 (2006.01); G06F 9/50 (2006.01); G06F 9/52 (2006.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06F 9/5027 (2013.01); G06F 9/4881 (2013.01); G06F 9/52 (2013.01); G06N 3/08 (2013.01);
Abstract

An accelerator resource management method and apparatus are disclosed. The accelerator resource management method includes receiving a task request for a neural network-related task and a resource scheduling policy for the neural network-related task, obtaining information on a current resource utilization status of an accelerator cluster comprising a plurality of accelerators, in response to the task request, and allocating an accelerator resource for performing the task based on a utility of a resource allocation that is based on the resource scheduling policy and the information.


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