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:
Oct. 01, 2024
Filed:
Jul. 12, 2018
Applicant:
Vmware Llc, Palo Alto, CA (US);
Inventors:
Alaa Shaabana, San Bruno, CA (US);
Gregory Jean-Baptiste, Mountain View, CA (US);
Anant Agarwal, San Jose, CA (US);
Rahul Chandrasekaran, Los Altos, CA (US);
Pawan Saxena, Pleasanton, CA (US);
Assignee:
VMware LLC, Palo Alto, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/044 (2023.01); G06F 9/50 (2006.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 3/044 (2023.01); G06F 9/505 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01);
Abstract
Systems and methods for analyzing the usage of a set of workloads in a hyper-converged infrastructure are disclosed. A neural network model is trained based upon historical usage data of the set of workloads. The neural network model can make usage predictions of future demands on the set of workloads to minimize over-allocation or under-allocation of resources to the workloads.