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:
Oct. 07, 2025

Filed:

Sep. 09, 2021
Applicant:

Intel Corporation, Santa Clara, CA (US);

Inventors:

Suryaprakash Shanmugam, Santa Clara, CA (US);

Yamini Nimmagadda, Portland, OR (US);

Akhila Vidiyala, Beaverton, OR (US);

Assignee:

Intel Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 9/48 (2006.01); G06F 9/50 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 9/4881 (2013.01); G06F 9/5044 (2013.01); G06F 2209/485 (2013.01); G06F 2209/501 (2013.01); G06F 2209/503 (2013.01);
Abstract

Systems, apparatuses and methods include technology that identifies compute capacities of edge nodes and memory capacities of the edge nodes. The technology further identifies a first variant of an Artificial Intelligence (AI) model, and assigns the first variant to a first edge node of the edge nodes based on a compute capacity requirement associated with execution of the first variant, a memory resource requirement associated with execution of the first variant, the compute capacities and the memory capacities.


Find Patent Forward Citations

Shanmugam, Suryaprakash. (2025). Autonomous allocation of deep neural network inference requests in a cluster with heterogeneous devices (U.S. Patent No. 12437233). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12437233

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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