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Advancing data systems and analytics that enable scalable insights, intelligent applications, and scientific discovery.

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公開日

Demonstration of Geyser: Provenance Extraction and Applications over Data Science Scripts

Fotis Psallidas, Megan Eileen Leszczynski, Mohammad Hossein Namaki, Avrilia Floratou, Ashvin Agrawal, Konstantinos Karanasos, Subru Krishnan, Pavle Subotić, Markus Weimer, Yinghui Wu, Yiwen Zhu

ACM SIGMOD | July 2023

公開日

Exploiting Structure in Regular Expression Queries

Ling Zhang, Shaleen Deep, Avrilia Floratou, Anja Gruenheid, Jignesh M. Patel, Yiwen Zhu

ACM SIGMOD | July 2023

公開日

A Deep Dive into Common Open Formats for Analytical DBMSs

Chunwei Liu, Anna Pavlenko, Matteo Interlandi, Brandon Haynes

Proc. VLDB Endow. | June 2023, 巻16: pp. 3044-3056

Best Paper Runner-Up

公開日

T-Rex: Optimizing Pattern Search on Time Series

Silu Huang, Erkang (Eric) Zhu, Surajit Chaudhuri, Leonhard Spiegelberg

SIGMOD 2023 | June 2023

公開日

XInsight: eXplainable Data Analysis Through The Lens of Causality

Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang

International Conference on Management of Data | June 2023

公開日

Query Processing on Gaming Consoles

Wei Cui, Qianxi Zhang, Jesús Camacho-Rodríguez, Spyros Blanas, Brandon Haynes, Yinan Li, Peng Cheng, Ravishankar Ramamurthy, Rathijit Sen, Matteo Interlandi

June 2023

公開日

Open Data on GitHub: Unlocking the Potential of AI

Anthony Cintron Roman, Kevin Xu, Arfon Smith, Jehú Torres, Caleb Robinson, Juan M. Lavista Ferres

June 2023

公開日

Towards Building Autonomous Data Services on Azure

Yiwen Zhu, Yuanyuan Tian, Joyce Cahoon, Subru Krishnan, Ankita Agarwal, Rana Alotaibi, Jesús Camacho-Rodríguez, Bibin A Chundatt, Andrew Chung, Niharika Dutta, Andrew Fogarty, Anja Gruenheid, Brandon Haynes, Matteo Interlandi, Minu Iyer, Nick Jurgens, Sumeet Khushalani, Brian Kroth, Manoj Kumar, Jyoti Leeka, Sergiy Matusevych, Minni Mittal, Andreas C. Müller, Kartheek Muthyala, Harsha Nagulapalli, Yoonjae Park, Hiren Patel, Anna Pavlenko, Olga Poppe, Santhosh Ravindran, Karla Saur, Rathijit Sen, Steve Suh, Arijit Tarafdar, Kunal Waghray, Demin Wang, Carlo Curino, Raghu Ramakrishnan

ACM SIGMOD | June 2023

公開日

Popularity Ratio Maximization: Surpassing Competitors through Influence Propagation

Hao Liao, Sheng Bi, Jiao Wu, Wei Zhang, Mingyang Zhou, Rui Mao, Wei Chen

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2023

公開日

Predicate Pushdown for Data Science Pipelines

Cong Yan, Yin Lin, Yeye He

SIGMOD | June 2023

Best Paper Award

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