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.
Patent No.:
Date of Patent:
Apr. 09, 2024
Filed:
Jul. 20, 2021
Applicant:
Emc Ip Holding Company Llc, Hopkinton, MA (US);
Inventors:
Victor Fong, Medford, MA (US);
Malini Bhattacharjee, Cupertino, CA (US);
Assignee:
EMC IP HOLDING COMPANY LLC, Hopkinton, MA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/60 (2018.01); G06F 11/36 (2006.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); H04L 67/10 (2022.01);
U.S. Cl.
CPC ...
G06F 8/60 (2013.01); G06F 11/3688 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); H04L 67/10 (2013.01); G06F 11/3664 (2013.01);
Abstract
One example method includes deploying an application in a distributed computing environment. Telemetry data is collected that corresponds with the deployment of an application. The telemetry data is received by a machine learning model that was trained with test telemetry data to determine whether the deploying is successful or failed. A successful inference results in continued deployment and a fail inference results in a rollback of the application.