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Yongjoo Park
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VerdictDB: Universalizing Approximate Query Processing
Y Park, B Mozafari, J Sorenson, J Wang
SIGMOD: ACM International Conference on Management of Data, 1461-1476, 2018
1502018
Brainwash: A Data System for Feature Engineering
MR Anderson, D Antenucci, V Bittorf, M Burgess, MJ Cafarella, A Kumar, ...
CIDR: Biennial Conference on Innovative Data Systems Research, 2013
1492013
Visualization-Aware Sampling for Very Large Databases
Y Park, M Cafarella, B Mozafari
ICDE: IEEE 32nd International Conference on Data Engineering, 755-766, 2016
1422016
Database Learning: Toward a Database that Becomes Smarter Every Time
Y Park, AS Tajik, M Cafarella, B Mozafari
SIGMOD: ACM International Conference on Management of Data, 587-602, 2017
982017
QuickSel: Quick Selectivity Learning with Mixture Models
Y Park, S Zhong, B Mozafari
SIGMOD: ACM International Conference on Management of Data, 2020
932020
SAQE: practical privacy-preserving approximate query processing for data federations
J Bater, Y Park, X He, X Wang, J Rogers
PVLDB: Proceedings of the VLDB Endowment 13 (12), 2691-2705, 2020
552020
Neighbor-sensitive Hashing
Y Park, M Cafarella, B Mozafari
PVLDB: Proceedings of the VLDB Endowment 9 (3), 144-155, 2015
452015
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees
Y Park, J Qing, X Shen, B Mozafari
SIGMOD: ACM International Conference on Management of Data, 2019
41*2019
Demonstration of VerdictDB, the platform-independent AQP system
W He, Y Park, I Hanafi, J Yatvitskiy, B Mozafari
SIGMOD: ACM International Conference on Management of Data, 1665-1668, 2018
82018
Platform agnostic query acceleration
A Jindal, B Mozafari, P Yongjoo, B Westphal, Q Shi, M Larsen, AA Dixit
US Patent 11,567,936, 2023
52023
Automatically Finding Optimal Index Structure
S Chockchowwat, W Liu, Y Park
AIDB workshop at VLDB 2022: 4th International Workshop on Applied AI for …, 2022
52022
Airphant: Cloud-oriented Document Indexing
S Chockchowwat, C Sood, Y Park
ICDE: 2022 IEEE 38th International Conference on Data Engineering (ICDE …, 2022
52022
S/C: Speeding up Data Materialization with Bounded Memory
Z Li, X Pi, Y Park
ICDE: 2023 IEEE 39th International Conference on Data Engineering (ICDE), 2023
42023
A Step Toward Deep Online Aggregation
N Sheoran, S Chockchowwat, A Chheda, S Wang, R Verma, Y Park
SIGMOD: 2023 ACM International Conference on Management of Data, 2023
4*2023
Active Database Learning
Y Park
CIDR: Biennial Conference on Innovative Data Systems Research, 2017
42017
Transactional Python for Durable Machine Learning: Vision, Challenges, and Feasibility
S Chockchowwat, Z Li, Y Park
DEEM 2023 @SIGMOD: 7th Workshop on Data Management for End-to-End Machine …, 2023
22023
AirIndex: Versatile Index Tuning Through Data and Storage
S Chockchowwat, W Liu, Y Park
SIGMOD: 2024 ACM International Conference on Management of Data, 2024
12024
ElasticNotebook: Enabling Live Migration for Computational Notebooks (Technical Report)
Z Li, P Gor, R Prabhu, H Yu, Y Mao, Y Park
arXiv e-prints, arXiv: 2309.11083, 2023
12023
ElasticNotebook: Enabling Live Migration for Computational Notebooks
Z Li, P Gor, R Prabhu, H Yu, Y Mao, Y Park
PVLDB: Proceedings of the VLDB Endowment, 2023
2023
Managed tuning for data clouds
A Jindal, B Mozafari, P Yongjoo, DW Grömling, B Westphal, AD Cabrera
US Patent 11,693,857, 2023
2023
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