AUTOMATED CLASSIFICATION OF DATA TYPES FOR DATABASES

Techniques for automatically determining different data types found in databases are disclosed. In one example, a computer implemented method comprises receiving a portion of identifying information for one or more components of a database, and generating one or more descriptions for the one or more...

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Bibliographische Detailangaben
Hauptverfasser: Pavuluri, Venkata Nagaraju, Agarwal, Arvind, Chandrahasan, Rajmohan, Mehta, Sameep, Gupta, Ankush
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:Techniques for automatically determining different data types found in databases are disclosed. In one example, a computer implemented method comprises receiving a portion of identifying information for one or more components of a database, and generating one or more descriptions for the one or more components based at least in part on the portion of the identifying information for the one or more components. The one or more descriptions are inputted to one or more machine learning models, and, using the one or more machine learning models, one or more data types associated with the one or more components are predicted. The prediction is based at least in part on the one or more descriptions.