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.
Patent No.:
Date of Patent:
Dec. 19, 2023
Filed:
Nov. 20, 2020
Applicant:
Samsung Electronics Co., Ltd., Suwon-si, KR;
Inventors:
Di Wu, Montreal, CA;
Yi Tian Xu, Montreal, CA;
Xi Chen, Montreal, CA;
Ju Wang, Montreal, CA;
Michael Jenkin, Toronto, CA;
Hang Li, Montreal, CA;
Gregory Lewis Dudek, Montreal, CA;
Xue Liu, Montreal, CA;
Assignee:
SAMSUNG ELECTRONICS CO., LTD., Suwon-si, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/04 (2023.01); G06N 20/20 (2019.01); G06Q 50/06 (2012.01);
U.S. Cl.
CPC ...
G06Q 10/04 (2013.01); G06N 20/20 (2019.01); G06Q 50/06 (2013.01);
Abstract
A method, computer program, and computer system are provided for load forecasting. Datasets corresponding to source machine learning models and a target domain base model are identified. A set of forecasting models corresponding to the identified datasets are learned. An ensemble model is determined from the learned set of forecasting models based on gradient boosting. An available resource is allocated based on the ensemble model.