Crossing the finish line faster when paddling the Data Lake with KAYAK
Summary: KAYAK supports interactive data preparation over loosely structured data lakes via ad-hoc primitives and tolerance-aware incremental execution. Metadata management and informative previews reduce waiting and human intervention as the lake evolves. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Antonio Maccioni (Collective[i])
- 2. Riccardo Torlone (Roma Tre University)
BibTeX Citation
@article{maccioni_vldb17,
title = {{Crossing the finish line faster when paddling the Data Lake with KAYAK}},
author = {Maccioni, Antonio and Torlone, Riccardo},
journal = {PVLDB},
series = {{VLDB} '17},
volume = {10},
number = {12},
pages = {1853},
doi = {10.14778/3137765.3137792},
url = {https://doi.org/10.14778/3137765.3137792},
year = {2017}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,592 | Data Platform for Machine Learning | 2019 | SIGMOD | 6.6139071e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 514 | Goods: Organizing Google's Datasets | 2016 | SIGMOD | 0.00017178673 |
| 739 | Finding Related Tables | 2012 | SIGMOD | 0.0001448231 |
| 963 | The Data Civilizer System | 2017 | CIDR | 0.00012935145 |
| 1,374 | Data Profiling with Metanome | 2015 | VLDB | 0.00010986078 |
| 1,902 | Ground: A Data Context Service | 2017 | CIDR | 9.506714e-05 |
| 1,947 | Data Wrangling: The Challenging Journey from the Wild to the Lake | 2015 | CIDR | 9.4326202e-05 |
| 2,913 | Constance: An Intelligent Data Lake System | 2016 | SIGMOD | 7.9684737e-05 |
| 3,402 | Collaborative Data Analytics with DataHub | 2015 | VLDB | 7.4418927e-05 |
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