Data Lake Management: Challenges and Opportunities
Summary: Data lakes create new management problems—dataset discovery and evolving needs for extraction, cleaning, integration, versioning, and metadata. This tutorial surveys state-of-the-art approaches, challenges, and opportunities unique to data-lake ecosystems for guiding future research. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Fatemeh Nargesian (University of Toronto)
- 2. Erkang Zhu (University of Toronto)
- 3. Renee J. Miller (Northeastern University)
- 4. Ken Q. Pu (University of Ontario Institute of Technology)
- 5. Patricia C. Arocena (TD Bank Group)
BibTeX Citation
@article{nargesian_vldb19,
title = {{Data Lake Management: Challenges and Opportunities}},
author = {Nargesian, Fatemeh and Zhu, Erkang and Miller, Renee J. and Pu, Ken Q. and Arocena, Patricia C.},
journal = {PVLDB},
series = {{VLDB} '19},
volume = {12},
number = {12},
pages = {1986--1989},
doi = {10.14778/3352063.3352116},
url = {https://doi.org/10.14778/3352063.3352116},
year = {2019}
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