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cs.DB2022★ 5 cited
It's AI Match: A Two-Step Approach for Schema Matching Using Embeddings
Benjamin Hättasch, Michael Truong-Ngoc, Andreas Schmidt +1
Since data is often stored in different sources, it needs to be integrated to gather a global view that is required in order to create value and derive knowledge from it. A critica…
cs.DB2019
DeepDB: Learn from Data, not from Queries!
Benjamin Hilprecht, Andreas Schmidt, Moritz Kulessa +3
The typical approach for learned DBMS components is to capture the behavior by running a representative set of queries and use the observations to train a machine learning model. T…