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:
Jul. 07, 2026

Filed:

Jun. 17, 2022
Applicant:

Mellanox Technologies, Ltd., Yokneam, IL;

Inventors:

Siddha Ganju, Santa Clara, CA (US);

Elad Mentovich, Tel Aviv, IL;

Yaakov Gridish, Yoqneam Ilit, IL;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/48 (2006.01); G06F 18/2337 (2023.01); G06N 3/043 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06N 3/043 (2023.01); G06F 18/2337 (2023.01); G06N 3/045 (2023.01);
Abstract

A computing entity obtains product information corresponding to a product and defines a multi-region metric space vector based on the product information. The multi-region metric space vector is a vector within a multi-region metric space that comprises a first region corresponding to supply chain/component information, a second region corresponding to assembly/fabrication information, and a third region corresponding to usage/usage environment information. Each of the first, second, and third regions are multi-dimensional. The computing entity processes the multi-region metric space vector using a component, assembly, and usage perspicacity model configured to define fuzzy clusters within the multi-region metric space; determines a parameter corresponding to the product based on at least one fuzzy cluster to which the perspicacity model assigned the multi-region space vector; and provides or causes providing of (a) a visual/audible representation of the parameter or (b) a machine-readable representation of the parameter as input to an application/program.


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