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:

Jul. 09, 2020
Applicant:

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

Inventors:

Girmaw Abebe Tadesse, Nairobi, KE;

Celia Cintas, Nairobi, KE;

Skyler Speakman, Nairobi, KE;

Komminist Weldemariam, Ottawa, CA;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/34 (2006.01); G06F 11/32 (2006.01); G06F 16/901 (2019.01); G06F 16/22 (2019.01); G06F 16/28 (2019.01);
U.S. Cl.
CPC ...
G06F 11/3409 (2013.01); G06F 11/323 (2013.01); G06F 16/2237 (2019.01); G06F 16/288 (2019.01); G06F 16/9024 (2019.01);
Abstract

Embodiments of the present invention provide a computer system, a computer program product, and a method that comprises generating a baseline prediction for each database in a plurality of databases, wherein the generated baseline prediction includes datapoints for each performance feature of a respective database in the plurality of databases; generating a linkage matrix using a dimension reduction algorithm in an equal-dimensional feature space based on a measured difference between actual performance datapoints of each respective database and respective datapoints associated with generated baseline prediction for each database in the plurality of databases; linking one or more databases in the plurality of databases based on the measured difference within the generated linkage matrix reaching a predetermined threshold of measured performance; and generating a design using the linked databases for a computer system capable of being displayed through a user interface.


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