SIGMOD 2024: Accepted Tutorials
Sunday, June 9, 2024
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Demystifying Data Management for Large Language Models
Xupeng Miao (Carnegie Mellon University); Zhihao Jia (Carnegie Mellon University); Bin Cui (Peking University)
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SmartNICs in the Cloud: The Why, What, and How of In-network Processing for Data-Intensive Applications
Faeze Faghih (Technical University of Darmstadt); Tobias Ziegler (Technical University of Darmstadt); Zsolt István (Systems Group, TU Darmstadt); Carsten Binnig (TU Darmstadt & DFKI)
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Learned Query Optimizer: What is New and What is Next
Rong Zhu (Alibaba Group); Lianggui Weng (Alibaba Group); Bolin Ding (Alibaba Group); Jingren Zhou (Alibaba Group)
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Distributed Transaction Processing in Untrusted Environments
Mohammad Javad Amiri (Stony Brook University); Divyakant Agrawal (University of California Santa Barbara); Amr El Abbadi (University of California Santa Barbara); Boon Thau Loo (University of Pennsylvania)
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Responsible Sharing of Spatiotemporal Data
Raul Castro Fernandez (The University of Chicago); Arnab Nandi (The Ohio State University)
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Querying Graph Databases at Scale
Aidan Hogan (DCC, University of Chile); Domagoj Vrgoč (Pontificia Universidad Católica de Chile and IMFD Chile)
Friday, June 14, 2024
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Cognitive Psychology Meets Data Management: State of the Art and Future Directions
Sourav S Bhowmick (Nanyang Technological University); S. H. Annabel Chen (Nanyang Technological University); Divesh Srivastava (AT&T Chief Data Office)
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Vector Database Management Techniques and Systems
James Jie Pan (Tsinghua University); Jianguo Wang (Purdue University); Guoliang Li (Tsinghua University)
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An Overview of Continuous Querying in (Modern) Data Systems
Riccardo Tommasini (LIRIS - INSA de Lyon); Angela Bonifati (Lyon 1 University, CNRS Liris, IUF)
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SIMDified Data Processing - Foundations, Abstraction, and Advanced Techniques
Dirk Habich (TU Dresden); Johannes Pietrzyk (TU Dresden)
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Machine Learning for Databases: Foundations, Paradigms, and Open problems
Gao Cong (Nanyang Technological University); Jingyi Yang (Nanyang Technological University); Yue Zhao (Nanyang Technological University)
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Applications and Computation of the Shapley Value in Databases and Machine Learning
Xuan Luo (Simon Fraser University); Jian Pei (Duke University)
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Beyond Bloom: A Tutorial on Future Feature-Rich Filters
Prashant Pandey (University of Utah); Martín Farach-Colton (New York University); Niv Dayan (University of Toronto); Huanchen Zhang (Tsinghua University)