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:
Jun. 23, 2026

Filed:

Oct. 08, 2021
Applicant:

Emc Ip Holding Company Llc, Hopkinton, MA (US);

Inventor:

Eduardo Vera Sousa, Rio de Janeiro, BR;

Assignee:

EMC IP Holding Company LLC, Hopkinton, MA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/02 (2006.01); G06F 9/50 (2006.01);
U.S. Cl.
CPC ...
G06N 3/02 (2013.01); G06F 9/5033 (2013.01);
Abstract

One example method includes performing the various operations concerning a model that is operable to predict resource usage and execution time of computing workloads. The operations include extracting a fingerprint associated with telemetry data, and the telemetry data was generated based on performance of one of the computing workloads, in a constrained infrastructure, checking a fingerprint catalog to determine if there is a same or similar fingerprint to the fingerprint, when the same or similar fingerprint is found in the fingerprint catalog, inferring that the model includes information about the computing workload and the model is able to predict telemetry data and execution time for the computing workload in a target infrastructure, and when the same or similar fingerprint is not found, inserting the extracted fingerprint into the fingerprint catalog, and generating a retrained model by retraining the model using the telemetry data associated with the extracted fingerprint.


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