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:
Jun. 30, 2026

Filed:

Apr. 29, 2024
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Andrew D. Walls, San Jose, CA (US);

Sandeep Ramesh Patil, Pune, IN;

William J. Scales, Fareham, GB;

Ramakrishna Vadla, Hyderabad, IN;

Rahul M. Fiske, Aundh, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/50 (2006.01); G06F 1/20 (2006.01); G06F 11/34 (2006.01);
U.S. Cl.
CPC ...
G06F 9/5094 (2013.01); G06F 1/206 (2013.01); G06F 9/5016 (2013.01); G06F 11/3433 (2013.01);
Abstract

An embodiment for dynamic optimization of power consumption in storage systems is provided. The embodiment may include receiving historical time-series data from one or more components in a data center. The embodiment may also include predicting one or more workload metrics of the one or more components during a pre-defined time range. The embodiment may further include identifying one or more required resources for the one or more components to handle the predicted one or more workload metrics during the pre-defined time range. The embodiment may also include in response to determining at least one component of the one or more components does not require a resource allocation increase during the pre-defined time range, executing a first action to scale down at least one first resource during the pre-defined time range.


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