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:
Feb. 21, 2023

Filed:

Feb. 26, 2020
Applicant:

Oracle International Corporation, Redwood Shores, CA (US);

Inventors:

Kenny C. Gross, Escondido, CA (US);

Sanjeev Raghavendrachar Sondur, Horsham, PA (US);

Guang Chao Wang, San Diego, CA (US);

Assignee:

ORACLE INTERNATIONAL CORPORATION, Redwood Shores, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/34 (2006.01); G06N 20/00 (2019.01); G05B 13/02 (2006.01); G05B 13/04 (2006.01); G06F 1/20 (2006.01);
U.S. Cl.
CPC ...
G06F 11/3433 (2013.01); G05B 13/0265 (2013.01); G05B 13/042 (2013.01); G06F 1/206 (2013.01); G06N 20/00 (2019.01);
Abstract

A model-based approach to determining an optimal configuration for a data center may use an environmental chamber to characterize the performance of various data center configurations at different combinations of temperature and altitude. Telemetry data may be recorded from different configurations as they execute a stress workload at each temperature/altitude combination, and the telemetry data may be used to train a corresponding library of models. When a new data center is being configured, the temperature/altitude of the new data center may be used to select a pre-trained model from a similar temperature/altitude. Performance of the current configuration can be compared to the performance of the model, and if the model performs better, a new configuration based on the model may be used as an optimal configuration for the data center.


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