Search results

  • 2023

    ElasticNotebook: Enabling Live Migration for Computational Notebooks

    Li, Z., Gor, P., Prabhu, R., Yu, H., Mao, Y. & Park, Y., 2023, In: Proceedings of the VLDB Endowment. 17, 2, p. 119-133 15 p.

    Research output: Contribution to journalConference articlepeer-review

  • LADIO: Leakage-Aware Direct I/O for I/O-Intensive Workloads

    Jeong, I., Lou, J., Son, Y., Park, Y., Yuan, Y. & Kim, N. S., Jul 1 2023, In: IEEE Computer Architecture Letters. 22, 2, p. 77-80 4 p.

    Research output: Contribution to journalArticlepeer-review

  • Making Data Clouds Smarter at Keebo: Automated Warehouse Optimization using Data Learning

    Mozafari, B., Burcuta, R. A., Cabrera, A., Constantin, A., Francis, D., Grömling, D., Jindal, A., Konkolowicz, M., Marian Spac, V., Park, Y., Carranzo, R. R., Richardson, N., Roy, A., Srivastava, A., Tarte, I., Westphal, B. & Zhang, C., Jun 4 2023, SIGMOD 2023 - Companion of the 2023 ACM/SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 239-251 13 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • S/C: Speeding up Data Materialization with Bounded Memory

    Li, Z., Pi, X. & Park, Y., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE Computer Society, p. 1981-1994 14 p. (Proceedings - International Conference on Data Engineering; vol. 2023-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Transactional Python for Durable Machine Learning: Vision, Challenges, and Feasibility

    Chockchowwat, S., Li, Z. & Park, Y., Jun 18 2023, Proceedings of the 7th Workshop on Data Management for End-To-End Machine Learning, DEEM 2023. Association for Computing Machinery, 5. (Proceedings of the 7th Workshop on Data Management for End-To-End Machine Learning, DEEM 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • 2022

    Airphant: Cloud-oriented Document Indexing

    Chockchowwat, S., Sood, C. & Park, Y., 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE Computer Society, p. 1368-1381 14 p. (Proceedings - International Conference on Data Engineering; vol. 2022-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • The Effects of Teaching Modality on Collaborative Learning: A Controlled Study

    Yang, S., Park, Y. & Alawini, A., 2022, 2022 IEEE Frontiers in Education Conference, FIE 2022. Institute of Electrical and Electronics Engineers Inc., (Proceedings - Frontiers in Education Conference, FIE; vol. 2022-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2020

    QuickSel: Quick Selectivity Learning with Mixture Models

    Park, Y., Zhong, S. & Mozafari, B., Jun 14 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 1017-1033 17 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2019

    BlinkML: Efficient maximum likelihood estimation with probabilistic guarantees

    Park, Y., Qing, J., Shen, X. & Mozafari, B., Jun 25 2019, SIGMOD 2019 - Proceedings of the 2019 International Conference on Management of Data. Association for Computing Machinery, p. 1135-1152 18 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • 2018

    Demonstration of VerdictDB, the platform-independent AQP system

    He, W., Park, Y., Hanafi, I., Yatvitskiy, J. & Mozafari, B., May 27 2018, SIGMOD 2018 - Proceedings of the 2018 International Conference on Management of Data. Das, G., Jermaine, C., Eldawy, A. & Bernstein, P. (eds.). Association for Computing Machinery, p. 1665-1668 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • VerdictDB: Universalizing approximate query processing

    Park, Y., Mozafari, B., Sorenson, J. & Wang, J., May 27 2018, SIGMOD 2018 - Proceedings of the 2018 International Conference on Management of Data. Das, G., Jermaine, C., Eldawy, A. & Bernstein, P. (eds.). Association for Computing Machinery, p. 1461-1476 16 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2017

    Database Learning: Toward a database that becomes smarter every time

    Park, Y., Tajik, A. S., Cafarella, M. & Mozafari, B., May 9 2017, SIGMOD 2017 - Proceedings of the 2017 ACM International Conference on Management of Data. Association for Computing Machinery, p. 587-602 16 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. Part F127746).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2016

    Neighbor-sensitive hashing

    Park, Y., Cafarella, M. & Mozafari, B., 2016, Proceedings of the VLDB Endowment. 3 ed. Association for Computing Machinery, p. 144-155 12 p. (Proceedings of the VLDB Endowment; vol. 9, no. 3).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Visualization-aware sampling for very large databases

    Park, Y., Cafarella, M. & Mozafari, B., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 755-766 12 p. 7498287. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2013

    Brainwash: A data system for feature engineering

    Anderson, M., Antenucci, D., Bittorf, V., Burgess, M., Cafarella, M., Kumar, A., Niu, F., Park, Y., Ré, C. & Zhang, C., 2013.

    Research output: Contribution to conferencePaperpeer-review