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:
Sep. 02, 2025

Filed:

Oct. 30, 2024
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Rajini Ramachandran Karthik, Austin, TX (US);

Muzhar S. Khokhar, Shrewsbury, MA (US);

Andrea Roggerone, Dublin, IE;

Vinay Sawal, Fremont, CA (US);

Ratnesh Yadav, Kirkland, WA (US);

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/901 (2019.01); G06F 18/2415 (2023.01);
U.S. Cl.
CPC ...
G06F 18/2415 (2023.01); G06F 16/9024 (2019.01);
Abstract

Methods and systems for managing operation of data processing systems are disclosed. A management system may obtain resource data based on operation of the data processing systems while using resources managed by the management system. The resource data may be semantically enhanced based on ontology definitions and represented as a graph structure. The graph structure may be used by a graph inference model (e.g., a graph neural network) to obtain predicted tags for the resources. The graph inference model may be based on a plurality of graph structures that may provide information regarding generalized relationships between at least the resources. The predicted tags may be used by the management system to update operation of the data processing systems.


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