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:
May. 02, 2023

Filed:

Oct. 29, 2020
Applicant:

Hewlett Packard Enterprise Development Lp, Houston, TX (US);

Inventors:

Muthukumar Murugan, Ft. Collins, CO (US);

Dinesh Venkatesh, Andover, MA (US);

Yan Burdett, Andover, MA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/445 (2018.01); G06N 20/00 (2019.01); G06F 8/65 (2018.01); G06F 16/28 (2019.01); H04L 9/40 (2022.01); G06F 21/32 (2013.01);
U.S. Cl.
CPC ...
G06F 9/44505 (2013.01); G06F 8/65 (2013.01); G06F 16/285 (2019.01); G06N 20/00 (2019.01); G06F 21/32 (2013.01); H04L 63/0236 (2013.01); H04L 63/1425 (2013.01);
Abstract

Systems and methods are provided for computationally configuring computing devices and performing multi-layer cluster analysis. For example, the system can identify multiple layers of clusters of devices (e.g., shared hardware configuration, shared application configuration, number of applications, etc.) in a large scale infrastructure environment automatically. For each layer of the clusters of devices, parameters of these devices are provided to a machine learning model to produce an objective function (e.g., minimum number of devices, utilization under 80%, etc.), whose output can be provided to a datacenter operator or other user in the large scale infrastructure environment so they can make further configuration changes to the devices in each cluster.


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