Data Lake Management: Challenges and Opportunities

By Fatemeh Nargesian, Erkang Zhu, Renée J. Miller, Ken Q. Pu, Patricia C. Arocena. Proceedings of the VLDB Endowment, 2019

298 citations recorded by the source corpus.

The ubiquity of data lakes has created fascinating new challenges for data management research. In this tutorial, we review the state-of-the-art in data management for data lakes. We consider how data lakes are introducing new problems including dataset discovery and how they are changing the requirements for classic problems including data extraction, data cleaning, data integration, and data versioning. The tutorial will cover enterprise data lakes and data lakes that are being used to support data science. Our focus will be on the exciting new open research challenges that data lakes are inspiring

Subfields: Computer Networks and Communications, Information Systems and Management, Management Science and Operations Research

View Paper: https://www.semanticscholar.org/paper/a160a1eb5636a12461ba7b3518bac161f3378bd4