Michael Cafarella
University of Michigan
H-index: 44
North America-United States
Top articles of Michael Cafarella
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Summarized Causal Explanations For Aggregate Views | MICHAEL CAFARELLA | 2024 | |
Sawmill: From Logs to Causal Diagnosis of Large Systems | Markos Markakis An Bo Chen Brit Youngmann Trinity Gao Ziyu Zhang | 2024 | |
NEXUS: On Explaining Confounding Bias | Brit Youngmann Michael Cafarella Yuval Moskovitch Babak Salimi | 2023/6/4 | |
Seed: Domain-specific data curation with large language models | arXiv e-prints | Zui Chen Lei Cao Sam Madden Tim Kraska Zeyuan Shang | 2023/10 |
Causal Data Integration | arXiv preprint arXiv:2305.08741 | Brit Youngmann Michael Cafarella Babak Salimi Anna Zeng | 2023/5/15 |
Seed: Simple, efficient, and effective data management via large language models | arXiv preprint arXiv:2310.00749 | Zui CHen Lei Cao Sam Madden Ju Fan Nan Tang | 2023/10/1 |
Pando: Enhanced Data Skipping with Logical Data Partitioning | Proceedings of the VLDB Endowment | Sivaprasad Sudhir Wenbo Tao Nikolay Laptev Cyrille Habis Michael Cafarella | 2023/5/1 |
PAINE Demo: Optimizing Video Selection Queries with Commonsense Knowledge | Proceedings of the VLDB Endowment | Wenjia He Ibrahim Sabek Yuze Lou Michael Cafarella | 2023/8/1 |
On Explaining Confounding Bias | Brit Youngmann Michael Cafarella Yuval Moskovitch Babak Salimi | 2023/4/3 | |
R3: Record-Replay-Retroaction for Database-Backed Applications | Proceedings of the VLDB Endowment | Qian Li Peter Kraft Michael Cafarella Çağatay Demiralp Goetz Graefe | 2023/7/1 |
SeeSaw: interactive ad-hoc search over image databases | Proceedings of the ACM on Management of Data | Oscar Moll Manuel Favela Samuel Madden Vijay Gadepally Michael Cafarella | 2023/12/12 |
Using machine learning to construct hedonic price indices | Michael Cafarella Gabriel Ehrlich Tian Gao John C Haltiwanger Matthew D Shapiro | 2023/6/5 | |
Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools | Proceedings of the ACM on Management of Data | Matthew Perron Raul Castro Fernandez David DeWitt Michael Cafarella Samuel Madden | 2023/12/12 |
Debugging the {OmniTable} Way | Andrew Quinn Jason Flinn Michael Cafarella Baris Kasikci | 2022 | |
Apiary: A DBMS-Integrated Transactional Function-as-a-Service Framework | arXiv preprint arXiv:2208.13068 | Peter Kraft Qian Li Kostis Kaffes Athinagoras Skiadopoulos Deeptaanshu Kumar | 2022/8/27 |
Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration. | Michael R Anderson Yuze Lou Jiayun Zou Michael J Cafarella Sarah E Chasins | 2022 | |
Enabling useful provenance in scripting languages with a human-in-the-loop | Yuze Lou Michael Cafarella | 2022/6/12 | |
A Progress Report on DBOS: A Database-oriented Operating System. | Qian Li Peter Kraft Kostis Kaffes Athinagoras Skiadopoulos Deeptaanshu Kumar | 2022 | |
Controlled intentional degradation in analytical video systems | Wenjia He Michael Cafarella | 2022/6/10 | |
HILDA'22: The SIGMOD 2022 Workshop on Human-in-the-Loop Data Analytics | Azza Abouzied Dominik Moritz Michael J Cafarella | 2022/6/10 |
Co-Authors
