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:
Jul. 05, 2022
Filed:
Apr. 07, 2021
Applicant:
Vmware, Inc., Palo Alto, CA (US);
Inventors:
Aalap Desai, Palo Alto, CA (US);
Anant Agarwal, Palo Alto, CA (US);
Alaa Shaabana, Palo Alto, CA (US);
Ravi Cherukupalli, Palo Alto, CA (US);
Sourav Kumar, Palo Alto, CA (US);
Vikram Nair, Palo Alto, CA (US);
Assignee:
VMware, Inc., Palo Alto, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 11/34 (2006.01); G06F 9/455 (2018.01); G06K 9/62 (2022.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 11/3457 (2013.01); G06F 9/45558 (2013.01); G06K 9/6223 (2013.01); G06K 9/6248 (2013.01); G06N 20/00 (2019.01); G06F 2009/45591 (2013.01);
Abstract
Systems and methods for analyzing a customer deployment in a converged or hyper-converged infrastructure are disclosed. A machine learning model is trained based upon historical usage data of other customer deployments. A k-means clustering is performed to generate a prediction as to whether a deployment is configured for optimal failover. Recommendations to improve failover performance can also be generated.