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:
Jan. 13, 2026

Filed:

Aug. 15, 2022
Applicants:

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

Seoul National University R&db Foundation, Seoul, KR;

Inventors:

Jae Wook Lee, Seoul, KR;

Younghwan Oh, Yongin-si, KR;

Yunho Jin, Seoul, KR;

Tae Jun Ham, Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/48 (2006.01); G06F 3/06 (2006.01); G06F 9/06 (2006.01); G06F 9/50 (2006.01); G06N 3/04 (2023.01); G06N 3/063 (2023.01);
U.S. Cl.
CPC ...
G06F 9/4887 (2013.01); G06F 9/06 (2013.01); G06F 9/48 (2013.01); G06F 9/4806 (2013.01); G06F 9/4843 (2013.01); G06F 9/4881 (2013.01); G06F 9/50 (2013.01); G06F 9/5005 (2013.01); G06N 3/04 (2013.01); G06N 3/063 (2013.01);
Abstract

A processor-implemented method with scheduling includes: receiving one or more execution requests for a plurality of models executed independently of each other in an accelerator; predicting, for each of the plurality of models, quality of service (QoS) information corresponding to the model; and scheduling the plurality of models in units of layers of the plurality of models based on, for each of the plurality of models, either one or both of the QoS information and an idle time occurring in response to a candidate layer to be scheduled in the model being executed in the accelerator.


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