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Yongjoo Park

Data analytics, database learning, approximate query processing, and cloud optimization

Data analytics, database learning, approximate query processing, and cloud optimization

Assistant Professor

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Selected publications

Paper ↗Project ↗
Cite
@inproceedings{8ede012b-09b5-4196-bc20-95033ee64807,
  title = {Making Data Clouds Smarter at Keebo: Automated Warehouse Optimization using Data Learning},
  author = {Barzan Mozafari and Radu Alexandru Burcuta and Alan Cabrera and Andrei Constantin and Derek Francis and David Grömling and Alekh Jindal and Maciej Konkolowicz and Valentin Marian Spac and Yongjoo Park and Russell Razo Carranzo and Nicholas Richardson and Abhishek Roy and Aayushi Srivastava and Isha Tarte and Brian Westphal and Chi Zhang},
  booktitle = {ACM SIGMOD International Conference on Management of Data — Demonstration},
  year = {2023},
  doi = {10.1145/3555041.3589681}
}

QuickSel: Quick Selectivity Learning with Mixture Models

Yongjoo Park, Shucheng Zhong, Barzan Mozafari

SIGMOD 2020 · ACM SIGMOD International Conference on Management of Data

Paper ↗Technical Report ↗Project ↗
Cite
@inproceedings{ea3d8506-1f2f-40ea-8bcb-6a74f72e12f0,
  title = {QuickSel: Quick Selectivity Learning with Mixture Models},
  author = {Yongjoo Park and Shucheng Zhong and Barzan Mozafari},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2020},
  doi = {10.1145/3318464.3389727}
}
Paper ↗Technical Report ↗Project ↗
Cite
@inproceedings{50db23fc-a5a3-4d7f-ac07-2a696129c92f,
  title = {BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees},
  author = {Yongjoo Park and Jingyi Qing and Xiaoyang Shen and Barzan Mozafari},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2019},
  doi = {10.1145/3299869.3300077}
}
Paper ↗Code ↗Project ↗
Cite
@inproceedings{9438c730-b302-49f6-bed8-3a77c1e7a2c2,
  title = {Demonstration of VerdictDB, the Platform-Independent AQP System},
  author = {Wen He and Yongjoo Park and Idris Hanafi and Jacob Yatvitskiy and Barzan Mozafari},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2018},
  doi = {10.1145/3183713.3193538}
}

VerdictDB: Universalizing Approximate Query Processing

Yongjoo Park, Barzan Mozafari, Joseph Sorenson, Junhao Wang

SIGMOD 2018 · ACM SIGMOD International Conference on Management of Data

Paper ↗Project ↗
Cite
@inproceedings{ed762d26-878b-453f-b272-09d069f37d64,
  title = {VerdictDB: Universalizing Approximate Query Processing},
  author = {Yongjoo Park and Barzan Mozafari and Joseph Sorenson and Junhao Wang},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2018},
  doi = {10.1145/3183713.3196905}
}
Paper ↗Project ↗
Cite
@inproceedings{3cebf7e2-930f-4c8a-aa17-75a4c32cb001,
  title = {Database Learning: Toward a Database that Becomes Smarter Every Time},
  author = {Yongjoo Park and Ahmad Shahab Tajik and Michael J. Cafarella and Barzan Mozafari},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2017},
  doi = {10.1145/3035918.3064013}
}
Paper ↗Technical Report ↗Project ↗
Cite
@inproceedings{fb040b81-82bc-493d-9322-fd576b39c635,
  title = {Visualization-aware sampling for very large databases},
  author = {Yongjoo Park and Michael J. Cafarella and Barzan Mozafari},
  booktitle = {IEEE International Conference on Data Engineering},
  year = {2016},
  doi = {10.1109/ICDE.2016.7498287}
}