Invention Grant
- Patent Title: Automated data linkages across datasets
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Application No.: US16924365Application Date: 2020-07-09
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Publication No.: US11586520B2Publication Date: 2023-02-21
- Inventor: Girmaw Abebe Tadesse , Celia Cintas , Skyler Speakman , Komminist Weldemariam
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent Aaron N. Pontikos; Jared L. Montanaro
- Main IPC: G06F11/34
- IPC: G06F11/34 ; G06F11/32 ; G06F16/901 ; G06F16/22 ; G06F16/28

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.
Public/Granted literature
- US20220012151A1 AUTOMATED DATA LINKAGES ACROSS DATASETS Public/Granted day:2022-01-13
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