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IEEE TKDE 2024 AI in Data Lakes

Amalur: The Convergence of Data Integration and Machine Learning

Ziyu Li, Wenbo Sun, Danning Zhan, Yan Kang, Lydia Y. Chen, Alessandro Bozzon, Rihan Hai

A full design unifying data integration and machine learning over data lakes, automating the path from scattered sources to trained models.