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:
Jun. 09, 2026

Filed:

Jul. 13, 2022
Applicant:

Socra Ai Inc., Seoul, KR;

Inventor:

Wan Soo Kim, Seoul, KR;

Assignee:

Socra AI Inc., Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/48 (2006.01); G06F 9/50 (2006.01); G06F 11/30 (2006.01); G06N 3/0985 (2023.01);
U.S. Cl.
CPC ...
G06F 9/4881 (2013.01); G06F 9/5027 (2013.01); G06F 9/505 (2013.01); G06F 9/5066 (2013.01); G06F 9/5077 (2013.01); G06F 11/3024 (2013.01); G06N 3/0985 (2023.01); G06F 2209/505 (2013.01); G06F 2209/508 (2013.01);
Abstract

A method for scheduling a task for AutoML (Automated Machine Learning) by a terminal, includes: setting a ratio of 1) a first task requiring a plurality of arithmetic devices and 2) a second task requiring one arithmetic device, in a cluster connected with the terminal; allocating a third task for the AutoML on the basis of the set ratio; receiving a request for allocation of a session from a user; inspecting whether the session is allocable on the basis of the ratio of the second task; and allocating the session to the arithmetic device associated with the second task on the basis of the ratio of the second task when the session is allocable.


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