基本信息
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个人简介
My current research focuses on the foundations of advanced data analytics systems that help make the process of building and deploying ML/AI-powered data analytics applications easier (improving the productivity of data scientists and ML/software engineers) and faster (improving runtime performance and introducing accuracy trade-offs). Thus, the key themes of my research are usability, developability, performance, and scalability. I enjoy working on problems that are motivated by real applications and are formally grounded. I also enjoy insightful conversations with practitioners on the frontlines of data analytics.
研究兴趣
论文共 111 篇作者统计合作学者相似作者
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Anastasia Ailamaki,Samuel Madden,Daniel Abadi,Gustavo Alonso, Sihem Amer-Yahia,Magdalena Balazinska, Philip A. Bernstein,Peter Boncz,Michael Cafarella,Surajit Chaudhuri, Susan Davidson,David DeWitt,Yanlei Diao,Xin Luna Dong,Michael Franklin,Juliana Freire,Johannes Gehrke,Alon Halevy,Joseph M. Hellerstein,Mark D. Hill,Stratos Idreos,Yannis Ioannidis,Christoph Koch,Donald Kossmann,Tim Kraska,Arun Kumar,Guoliang Li,Volker Markl,Renée Miller,C. Mohan,Thomas Neumann,Beng Chin Ooi,Fatma Ozcan,Aditya Parameswaran,Ippokratis Pandis, Jignesh M. Patel, Andrew Pavlo,Danica Porobic,Viktor Sanca,Michael Stonebraker,Julia Stoyanovich,Dan Suciu, Wang-Chiew Tan, Shiv Venkataraman,Matei Zaharia, Stanley B. Zdonik
arxiv(2025)
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crossref(2025)
Federated Learning for Smart Communication using IoT Applicationpp.109-123, (2024)
PROCEEDINGS OF THE VLDB ENDOWMENTno. 12 (2024): 4531-4535
International Conference on Information and Knowledge Managementpp.4303-4307, (2024)
Journal of sport and health science/Journal of Sport and Health Science (2024)
PROCEEDINGS OF THE VLDB ENDOWMENTno. 6 (2024): 1391-1404
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#Papers: 112
#Citation: 3523
H-Index: 28
G-Index: 58
Sociability: 6
Diversity: 3
Activity: 69
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