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:
May. 30, 2023
Filed:
Mar. 31, 2020
Applicant:
Dell Products L. P., Round Rock, TX (US);
Inventors:
Shanand Reddy Sukumaran, Kulim, MY;
Lead Ta Choo, Puchong, MY;
Assignee:
Dell Products L.P., Round Rock, TX (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 9/50 (2006.01); G06N 20/10 (2019.01); G06F 11/30 (2006.01); G06N 7/01 (2023.01);
U.S. Cl.
CPC ...
G06F 9/505 (2013.01); G06F 11/3006 (2013.01); G06N 7/01 (2023.01); G06N 20/10 (2019.01); G06F 2201/835 (2013.01);
Abstract
A method and apparatus using machine learning for scheduling server maintenance. In one embodiment of the method, load values for a server are recorded over a period of time, wherein each of the load values is time stamped with a date and time. A first plurality of the load values are classified. The classified first plurality of values are then processed to create a model for predicting a load value of the server. The model is used to generate a first predicted load value of the server for a first date and a first time.