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AUTOMATED DATA LINKAGES ACROSS DATASETS

机译:数据集自动化数据链接

摘要

A computer system, a computer program product, and a method are provided. The method 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. The generated design is then used to construct.
机译:本发明提供一种计算机系统,计算机程序产品和方法。该方法包括:生成用于在多个数据库,其中所生成的基线预测包括用于在所述多个数据库的相应数据库的各性能特征的数据点的每个数据库的基线预测;生成使用基于各个单独的数据库实际性能数据点,并用产生的基线预测在所述多个数据库的每个数据库相关联的相应的数据点之间的测量差值相等的维特征空间中的维数减少算法的连杆矩阵;连接中的一个或多个基于所生成的联动矩阵到达的测得的性能的预定阈值内的测量差值数据库多个数据库;以及使用所述链接的数据库用于能够通过用户界面被显示的计算机系统的设计。然后将所生成的设计是用来构建体。

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