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.

Date of Patent:
Aug. 23, 2022

Filed:

Apr. 27, 2020
Applicant:

Ovh, Roubaix, FR;

Inventors:

Morvan Le Goff, Brech, FR;

Raphael Glon, Plaintel, FR;

Sylvain Chenot, Hem, FR;

Alexis Autret, Brest, FR;

Assignee:

OVH, Roubaix, FR;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 15/16 (2006.01); G06F 1/20 (2006.01); G06N 20/00 (2019.01); G01K 1/022 (2021.01); G06K 9/62 (2022.01); H04L 43/10 (2022.01);
U.S. Cl.
CPC ...
G06F 1/206 (2013.01); G01K 1/022 (2013.01); G06K 9/6256 (2013.01); G06N 20/00 (2019.01); H04L 43/10 (2013.01);
Abstract

A health of a server infrastructure is supervised by sending measurement requests, from a polling node to a server of the server infrastructure, at each of successive polling periods. Measurements received from the server in response to the measurement requests are stored in a database. A machine learning system is trained using accumulated measurements stored in the database to construct a prediction model for the server. Compliance of a latest measurement received from the server with the prediction model for the server is evaluated. A corrective action is taken if the latest measurement does not comply with the prediction model for the server. Measurements received from a group of servers may be aggregated and the machine learning system may construct a prediction model for the group of servers. Compliance to the prediction model may be evaluated for the group of servers.


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