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:
Oct. 15, 2024
Filed:
Nov. 29, 2021
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Martin Hirzel, Chappaqua, NV (US);
Kiran A. Kate, Chappaqua, NY (US);
Avraham Ever Shinnar, Westchester, NY (US);
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/50 (2006.01); G06F 9/48 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 9/5038 (2013.01); G06F 9/4881 (2013.01); G06F 9/505 (2013.01); G06N 20/00 (2019.01);
Abstract
A computer-implemented method according to one embodiment includes identifying a machine learning pipeline and a plurality of training data batches; creating a plurality of tasks, based on the machine learning pipeline; and determining an order in which the plurality of tasks is executed, utilizing a resource usage-aware approach.