VerdictDB: Universalizing Approximate Query Processing Y Park, B Mozafari, J Sorenson, J Wang SIGMOD: ACM International Conference on Management of Data, 1461-1476, 2018 | 161 | 2018 |
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 | 151 | 2013 |
Visualization-Aware Sampling for Very Large Databases Y Park, M Cafarella, B Mozafari ICDE: IEEE 32nd International Conference on Data Engineering, 755-766, 2016 | 148 | 2016 |
QuickSel: Quick Selectivity Learning with Mixture Models Y Park, S Zhong, B Mozafari SIGMOD: ACM International Conference on Management of Data, 2020 | 107 | 2020 |
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 | 101 | 2017 |
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 | 70 | 2020 |
Neighbor-sensitive Hashing Y Park, M Cafarella, B Mozafari PVLDB: Proceedings of the VLDB Endowment 9 (3), 144-155, 2015 | 48 | 2015 |
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 | 42* | 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 | 8 | 2018 |
Platform agnostic query acceleration A Jindal, B Mozafari, P Yongjoo, B Westphal, Q Shi, M Larsen, AA Dixit US Patent 11,567,936, 2023 | 6 | 2023 |
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 | 5 | 2023 |
Automatically Finding Optimal Index Structure S Chockchowwat, W Liu, Y Park AIDB workshop at VLDB 2022: 4th International Workshop on Applied AI for …, 2022 | 5 | 2022 |
Airphant: Cloud-oriented Document Indexing S Chockchowwat, C Sood, Y Park ICDE: 2022 IEEE 38th International Conference on Data Engineering (ICDE …, 2022 | 5 | 2022 |
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 | 4 | 2017 |
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 | 3* | 2023 |
AirIndex: Versatile Index Tuning Through Data and Storage S Chockchowwat, W Liu, Y Park SIGMOD: 2024 ACM International Conference on Management of Data, 2024 | 2 | 2024 |
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 | 2 | 2023 |
Making Data Clouds Smarter at Keebo: Automated Warehouse Optimization using Data Learning B Mozafari, RA Burcuta, A Cabrera, A Constantin, D Francis, D Grömling, ... SIGMOD: 2023 ACM International Conference on Management of Data, 2023 | 2 | 2023 |
LADIO: Leakage-Aware Direct I/O for I/O-Intensive Workloads I Jeong, J Lou, Y Son, Y Park, Y Yuan, NS Kim IEEE Computer Architecture Letters, 2023 | 1 | 2023 |