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:
Aug. 25, 2026

Filed:

Jan. 16, 2025
Applicant:

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

Inventors:

Avinash Kumar, Patna, IN;

Gururaj Kulkarni, Bangalore, IN;

Shelesh Chopra, Bangalore, IN;

Assignee:

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

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/07 (2006.01); G06F 11/00 (2006.01);
U.S. Cl.
CPC ...
G06F 11/0793 (2013.01); G06F 11/0709 (2013.01); G06F 11/079 (2013.01); G06F 11/008 (2013.01);
Abstract

A method for managing a data protection system includes monitoring, by an interaction manager, a data protection workload executing on the data protection system, wherein the data protection system comprises a plurality of services, and wherein the data protection workload is executed by the plurality of services communicating with each other using application programming interface (API) calls, obtaining, based on the monitoring, a copy of the API calls, performing an embedding on the copy of the API calls to obtain API embeddings, applying the API embeddings to a failure prediction engine to obtain a failure prediction for the data protection workload, performing a remediation action on the API calls to remediate the data protection workload, and updating the failure prediction engine based on the remediation action.


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