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:
Jan. 18, 2022
Filed:
Jul. 31, 2019
Applicant:
Dell Products L.p., Hopkinton, MA (US);
Inventors:
Chao Chen, Shanghai, CN;
Wen Yu Tang, Shanghai, CN;
Xiang Huang, Shanghai, CN;
Muzhar S. Khokhar, Shrewsbury, MA (US);
Donald Mace, Hopkinton, MA (US);
Somchai Pitchayanonnetr, Quincy, MA (US);
Assignee:
Dell Products L.P., Round Rock, TX (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 8/65 (2018.01); G06N 5/02 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 8/65 (2013.01); G06N 5/02 (2013.01); G06N 20/00 (2019.01);
Abstract
A method and system for predicting upgrade completion times in hyper-converged infrastructure (HCI) environments. Specifically, the method and system disclosed herein entail applying machine learning to forecast these upgrade completion times based on select static and dynamic indicators deduced to significantly impact the performance of upgrade processes across node clusters in HCI environments.