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:
Dec. 17, 2024

Filed:

Nov. 28, 2022
Applicant:

Intel Corporation, Santa Clara, CA (US);

Inventors:

Micah Sheller, Hillsboro, OR (US);

Cory Cornelius, Portland, OR (US);

Assignee:

Intel Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/62 (2013.01); G06F 16/951 (2019.01); G06F 18/21 (2023.01); G06F 18/2411 (2023.01); G06F 21/74 (2013.01); G06N 3/04 (2023.01); G06N 3/045 (2023.01); G06N 3/063 (2023.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01); G06N 99/00 (2019.01); H04L 67/10 (2022.01);
U.S. Cl.
CPC ...
G06F 21/6245 (2013.01); G06F 16/951 (2019.01); G06F 18/21 (2023.01); G06F 18/2411 (2023.01); G06F 21/74 (2013.01); G06N 3/04 (2013.01); G06N 3/045 (2023.01); G06N 3/063 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06N 99/00 (2013.01); H04L 67/10 (2013.01);
Abstract

Methods, apparatus, systems and articles of manufacture for distributed use of a machine learning model are disclosed. An example edge device includes a model partitioner to partition a machine learning model received from an aggregator into private layers and public layers. A public model data store is implemented outside of a trusted execution environment of the edge device. The model partitioner is to store the public layers in the public model data store. A private model data store is implemented within the trusted execution environment. The model partitioner is to store the private layers in the private model data store.


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