Michael J. Cafarella

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 74

Top Venues

Publications

Wenjia He, Ibrahim Sabek, Yuze Lou, Michael J. Cafarella
Optimizing Video Selection LIMIT Queries With Commonsense Knowledge. Proc. VLDB Endow. 17 (7) (2024)
Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano
A Declarative System for Optimizing AI Workloads. CoRR (2024)
Brit Youngmann, Michael J. Cafarella, Amir Gilad, Sudeepa Roy
Summarized Causal Explanations For Aggregate Views. Proc. ACM Manag. Data 2 (1) (2024)
Peter Baile Chen, Yi Zhang, Chunwei Liu, Sejal Gupta, Yoon Kim, Michael J. Cafarella
MDCR: A Dataset for Multi-Document Conditional Reasoning. CoRR (2024)
Markos Markakis, An Bo Chen, Brit Youngmann, Trinity Gao, Ziyu Zhang, Rana Shahout, Peter Baile Chen, Chunwei Liu, Ibrahim Sabek, Michael J. Cafarella
Sawmill: From Logs to Causal Diagnosis of Large Systems. SIGMOD Conference Companion (2024)
Markos Markakis, Ziyu Zhang, Rana Shahout, Trinity Gao, Chunwei Liu, Ibrahim Sabek, Michael J. Cafarella
Press ECCS to Doubt (Your Causal Graph). GUIDE-AI@SIGMOD (2024)
Brit Youngmann, Michael J. Cafarella, Babak Salimi, Anna Zeng
Causal Data Integration. Proc. VLDB Endow. 16 (10) (2023)
Brit Youngmann, Michael J. Cafarella, Babak Salimi, Anna Zeng
Causal Data Integration. CoRR (2023)
Brit Youngmann, Michael J. Cafarella, Yuval Moskovitch, Babak Salimi
On Explaining Confounding Bias. ICDE (2023)
Qian Li, Peter Kraft, Michael J. Cafarella, Çagatay Demiralp, Goetz Graefe, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Matei Zaharia
Transactions Make Debugging Easy. CIDR (2023)
Sivaprasad Sudhir, Wenbo Tao, Nikolay Pavlovich Laptev, Cyrille Habis, Michael J. Cafarella, Samuel Madden
Pando: Enhanced Data Skipping with Logical Data Partitioning. Proc. VLDB Endow. 16 (9) (2023)
Brit Youngmann, Michael J. Cafarella, Yuval Moskovitch, Babak Salimi
NEXUS: On Explaining Confounding Bias. SIGMOD Conference Companion (2023)
Qian Li, Peter Kraft, Michael J. Cafarella, Çagatay Demiralp, Goetz Graefe, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Xiangyao Yu, Matei Zaharia
: Record-Replay-Retroaction for Database-Backed Applications. Proc. VLDB Endow. 16 (11) (2023)
Zui Chen, Lei Cao, Sam Madden, Ju Fan, Nan Tang, Zihui Gu, Zeyuan Shang, Chunwei Liu, Michael J. Cafarella, Tim Kraska
SEED: Simple, Efficient, and Effective Data Management via Large Language Models. CoRR (2023)
Matthew Perron, Raul Castro Fernandez, David J. DeWitt, Michael J. Cafarella, Samuel Madden
Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools. Proc. ACM Manag. Data 1 (4) (2023)
Wenjia He, Ibrahim Sabek, Yuze Lou, Michael J. Cafarella
PAINE Demo: Optimizing Video Selection Queries With Commonsense Knowledge. Proc. VLDB Endow. 16 (12) (2023)
Oscar R. Moll, Manuel Favela, Samuel Madden, Vijay Gadepally, Michael J. Cafarella
SeeSaw: Interactive Ad-hoc Search Over Image Databases. Proc. ACM Manag. Data 1 (4) (2023)
Michael J. Cafarella, Michael R. Anderson, Iz Beltagy, Arie Cattan, Sarah E. Chasins, Ido Dagan, Doug Downey, Oren Etzioni, Sergey Feldman, Tian Gao, Tom Hope, Kexin Huang, Sophie Johnson, Daniel King, Kyle Lo, Yuze Lou, Matthew D. Shapiro, Dinghao Shen, Shivashankar Subramanian, Lucy Lu Wang, Yuning Wang, Yitong Wang, Daniel S. Weld, Jenny M. Vo-Phamhi, Anna Zeng, Jiayun Zou
Infrastructure for Rapid Open Knowledge Network Development. AI Mag. 43 (1) (2022)
Andrew Quinn, Jason Flinn, Michael J. Cafarella, Baris Kasikci
Debugging the OmniTable Way. OSDI (2022)
Qian Li, Peter Kraft, Kostis Kaffes, Athinagoras Skiadopoulos, Deeptaanshu Kumar, Jason Li, Michael J. Cafarella, Goetz Graefe, Jeremy Kepner, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Matei Zaharia
A Progress Report on DBOS: A Database-oriented Operating System. CIDR (2022)
Wenjia He, Michael J. Cafarella
Controlled Intentional Degradation in Analytical Video Systems. SIGMOD Conference (2022)
Peter Kraft, Qian Li, Kostis Kaffes, Athinagoras Skiadopoulos, Deeptaanshu Kumar, Danny Cho, Jason Li, Robert Redmond, Nathan W. Weckwerth, Brian S. Xia, Peter Bailis, Michael J. Cafarella, Goetz Graefe, Jeremy Kepner, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Xiangyao Yu, Matei Zaharia
Apiary: A DBMS-Backed Transactional Function-as-a-Service Framework. CoRR (2022)
Michael R. Anderson, Yuze Lou, Jiayun Zou, Michael J. Cafarella, Sarah E. Chasins, Doug Downey, Tian Gao, Kexin Huang, Dinghao Shen, Jenny M. Vo-Phamhi, Yitong Wang, Yuning Wang, Anna Zeng
Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration. CIDR (2022)
Qian Li, Peter Kraft, Michael J. Cafarella, Çagatay Demiralp, Goetz Graefe, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Matei Zaharia
Transactions Make Debugging Easy. CoRR (2022)
Brit Youngmann, Michael J. Cafarella, Yuval Moskovitch, Babak Salimi
On Explaining Confounding Bias. CoRR (2022)
Azza Abouzied, Dominik Moritz, Michael J. Cafarella
HILDA'22: The SIGMOD 2022 Workshop on Human-in-the-Loop Data Analytics. SIGMOD Conference (2022)
Yuze Lou, Michael J. Cafarella
Enabling useful provenance in scripting languages with a human-in-the-loop. HILDA@SIGMOD (2022)
Athinagoras Skiadopoulos, Qian Li, Peter Kraft, Kostis Kaffes, Daniel Hong, Shana Mathew, David Bestor, Michael J. Cafarella, Vijay Gadepally, Goetz Graefe, Jeremy Kepner, Christos Kozyrakis, Tim Kraska, Michael Stonebraker, Lalith Suresh, Matei Zaharia
DBOS: A DBMS-oriented Operating System. Proc. VLDB Endow. 15 (1) (2021)
Songtao He, Favyen Bastani, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
TagMe: GPS-Assisted Automatic Object Annotation in Videos. CoRR (2021)
Sivaprasad Sudhir, Michael J. Cafarella, Samuel Madden
Replicated Layout for In-Memory Database Systems. Proc. VLDB Endow. 15 (4) (2021)
Deeptaanshu Kumar, Qian Li, Jason Li, Peter Kraft, Athinagoras Skiadopoulos, Lalith Suresh, Michael J. Cafarella, Michael Stonebraker
Data Governance in a Database Operating System (DBOS). Poly/DMAH@VLDB (2021)
Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Michael J. Cafarella, Tim Kraska, Sam Madden
SkyQuery: An Aerial Drone Video Sensing Platform. CoRR (2021)
El Kindi Rezig, Michael J. Cafarella, Vijay Gadepally
Technical Report on Data Integration and Preparation. CoRR (2021)
Songtao He, Favyen Bastani, Arjun Balasingam, Karthik Gopalakrishnan, Ziwen Jiang, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
BeeCluster: drone orchestration via predictive optimization. MobiSys (2020)
Alana Marzoev, Samuel Madden, M. Frans Kaashoek, Michael J. Cafarella, Jacob Andreas
Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language Data. CoRR (2020)
Christopher Baik, Zhongjun Jin, Michael J. Cafarella, H. V. Jagadish
Constructing Expressive Relational Queries with Dual-Specification Synthesis. CIDR (2020)
Favyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
MIRIS: Fast Object Track Queries in Video. SIGMOD Conference (2020)
Michael J. Cafarella, David J. DeWitt, Vijay Gadepally, Jeremy Kepner, Christos Kozyrakis, Tim Kraska, Michael Stonebraker, Matei Zaharia
DBOS: A Proposal for a Data-Centric Operating System. CoRR (2020)
Michael J. Cafarella, David J. DeWitt, Vijay Gadepally, Jeremy Kepner, Christos Kozyrakis, Tim Kraska, Michael Stonebraker, Matei Zaharia
A Polystore Based Database Operating System (DBOS). Poly/DMAH@VLDB (2020)
El Kindi Rezig, Allan Vanterpool, Vijay Gadepally, Benjamin Price, Michael J. Cafarella, Michael Stonebraker
Towards Data Discovery by Example. Poly/DMAH@VLDB (2020)
Wenjia He, Michael R. Anderson, Maxwell Strome, Michael J. Cafarella
A Method for Optimizing Opaque Filter Queries. SIGMOD Conference (2020)
Christopher Baik, Zhongjun Jin, Michael J. Cafarella, H. V. Jagadish
Duoquest: A Dual-Specification System for Expressive SQL Queries. CoRR (2020)
Christopher Baik, Zhongjun Jin, Michael J. Cafarella, H. V. Jagadish
Duoquest: A Dual-Specification System for Expressive SQL Queries. SIGMOD Conference (2020)
Michael R. Anderson, Michael J. Cafarella, Germán Ros, Thomas F. Wenisch
Physical Representation-Based Predicate Optimization for a Visual Analytics Database. ICDE (2019)
Yuze Lou, Mahfus Uddin, Nathaniel Brown, Michael J. Cafarella
Knowledge Graph Programming with a Human-in-the-Loop: Preliminary Results. HILDA@SIGMOD (2019)
Saeideh Shahrokh Esfahani, Michael J. Cafarella, Maziyar Baran Pouyan, Gregory J. DeAngelo, Elena Eneva, Andy E. Fano
Context-specific Language Modeling for Human Trafficking Detection from Online Advertisements. ACL (1) (2019)
Zhongjun Jin, Michael J. Cafarella, H. V. Jagadish, Sean Kandel, Michael Minar, Joseph M. Hellerstein
CLX: Towards verifiable PBE data transformation. EDBT (2019)
Andrew Quinn, Jason Flinn, Michael J. Cafarella
You can't debug what you can't see: Expanding observability with the OmniTable. HotOS (2019)
Zhongjun Jin, Christopher Baik, Michael J. Cafarella, H. V. Jagadish, Yuze Lou
Demonstration of a Multiresolution Schema Mapping System. CIDR (2019)
Zhongjun Jin, Christopher Baik, Michael J. Cafarella, H. V. Jagadish
Beaver: Towards a Declarative Schema Mapping. HILDA@SIGMOD (2018)
Michael R. Anderson, Michael J. Cafarella, Germán Ros, Thomas F. Wenisch
Physical Representation-based Predicate Optimization for a Visual Analytics Database. CoRR (2018)
Michael J. Cafarella, Alon Y. Halevy, Hongrae Lee, Jayant Madhavan, Cong Yu, Daisy Zhe Wang, Eugene Wu
Ten Years of WebTables. Proc. VLDB Endow. 11 (12) (2018)
Zhongjun Jin, Michael J. Cafarella, H. V. Jagadish, Sean Kandel, Michael Minar
Unifacta: Profiling-driven String Pattern Standardization. CoRR (2018)
Andrew Quinn, Jason Flinn, Michael J. Cafarella
Sledgehammer: Cluster-Fueled Debugging. OSDI (2018)
Dolan Antenucci, Michael J. Cafarella
Constraint-based Explanation and Repair of Filter-Based Transformations. Proc. VLDB Endow. 11 (9) (2018)
Zhongjun Jin, Christopher Baik, Michael J. Cafarella, H. V. Jagadish, Yuze Lou
Demonstration of a Multiresolution Schema Mapping System. CoRR (2018)
Yongjoo Park, Ahmad Shahab Tajik, Michael J. Cafarella, Barzan Mozafari
Database Learning: Toward a Database that Becomes Smarter Every Time. CoRR (2017)
Ce Zhang, Christopher Ré, Michael J. Cafarella, Jaeho Shin, Feiran Wang, Sen Wu
DeepDive: declarative knowledge base construction. Commun. ACM 60 (5) (2017)
Yongjoo Park, Ahmad Shahab Tajik, Michael J. Cafarella, Barzan Mozafari
Database Learning: Toward a Database that Becomes Smarter Every Time. SIGMOD Conference (2017)
Zhe Chen, Sasha Dadiomov, Richard Wesley, Gang Xiao, Daniel Cory, Michael J. Cafarella, Jock D. Mackinlay
Spreadsheet Property Detection With Rule-assisted Active Learning. CIKM (2017)
Zhongjun Jin, Michael R. Anderson, Michael J. Cafarella, H. V. Jagadish
Foofah: A Programming-By-Example System for Synthesizing Data Transformation Programs. SIGMOD Conference (2017)
Zhongjun Jin, Michael R. Anderson, Michael J. Cafarella, H. V. Jagadish
Foofah: Transforming Data By Example. SIGMOD Conference (2017)
Prateek Tandon, Faissal M. Sleiman, Michael J. Cafarella, Thomas F. Wenisch
HAWK: Hardware support for unstructured log processing. ICDE (2016)
Yongjoo Park, Michael J. Cafarella, Barzan Mozafari
Visualization-aware sampling for very large databases. ICDE (2016)
Michael R. Anderson, Dolan Antenucci, Michael J. Cafarella
Runtime Support for Human-in-the-Loop Feature Engineering System. IEEE Data Eng. Bull. 39 (4) (2016)
Michael R. Anderson, Michael J. Cafarella
Input selection for fast feature engineering. ICDE (2016)
Dolan Antenucci, Michael R. Anderson, Michael J. Cafarella
A Declarative Query Processing System for Nowcasting. Proc. VLDB Endow. 10 (3) (2016)
Zhe Chen, Michael J. Cafarella, H. V. Jagadish
Long-tail Vocabulary Dictionary Extraction from the Web. WSDM (2016)
Vaibhav Gogte, Aasheesh Kolli, Michael J. Cafarella, Loris D'Antoni, Thomas F. Wenisch
HARE: Hardware accelerator for regular expressions. MICRO (2016)
Michael Chow, Kaushik Veeraraghavan, Michael J. Cafarella, Jason Flinn
DQBarge: Improving Data-Quality Tradeoffs in Large-Scale Internet Services. OSDI (2016)
Ce Zhang, Jaeho Shin, Christopher Ré, Michael J. Cafarella, Feng Niu
Extracting Databases from Dark Data with DeepDive. SIGMOD Conference (2016)
Manish Singh, Michael J. Cafarella, H. V. Jagadish
DBExplorer: Exploratory Search in Databases. EDBT (2016)
Michael J. Cafarella, Ihab F. Ilyas, Marcel Kornacker, Tim Kraska, Christopher Ré
Dark Data: Are we solving the right problems? ICDE (2016)
Dolan Antenucci, Michael R. Anderson, Penghua Zhao, Michael J. Cafarella
A query system for social media signals. ICDE (2016)
Matthew Burgess, Eytan Adar, Michael J. Cafarella
Link-Prediction Enhanced Consensus Clustering for Complex Networks. CoRR (2015)
Christopher Ré, Divy Agrawal, Magdalena Balazinska, Michael J. Cafarella, Michael I. Jordan, Tim Kraska, Raghu Ramakrishnan
Machine Learning and Databases: The Sound of Things to Come or a Cacophony of Hype? SIGMOD Conference (2015)
Jaeho Shin, Christopher Ré, Michael J. Cafarella
Mindtagger: A Demonstration of Data Labeling in Knowledge Base Construction. Proc. VLDB Endow. 8 (12) (2015)
Yongjoo Park, Michael J. Cafarella, Barzan Mozafari
Visualization-Aware Sampling for Very Large Databases. CoRR (2015)
Yongjoo Park, Michael J. Cafarella, Barzan Mozafari
Neighbor-Sensitive Hashing. Proc. VLDB Endow. 9 (3) (2015)
Zhe Chen, Michael J. Cafarella, Eytan Adar
DiagramFlyer: A Search Engine for Data-Driven Diagrams. WWW (Companion Volume) (2015)
Zhe Chen, Michael J. Cafarella
Integrating spreadsheet data via accurate and low-effort extraction. KDD (2014)
Chun-Hung Hsiao, Michael J. Cafarella, Satish Narayanasamy
Reducing MapReduce Abstraction Costs for Text-centric Applications. ICPP (2014)
Chun-Hung Hsiao, Michael J. Cafarella, Satish Narayanasamy
Using web corpus statistics for program analysis. OOPSLA (2014)
Michael R. Anderson, Michael J. Cafarella, Yixing Jiang, Guan Wang, Bochun Zhang
An Integrated Development Environment for Faster Feature Engineering. Proc. VLDB Endow. 7 (13) (2014)
Michael R. Anderson, Dolan Antenucci, Victor Bittorf, Matthew Burgess, Michael J. Cafarella, Arun Kumar, Feng Niu, Yongjoo Park, Christopher Ré, Ce Zhang
Brainwash: A Data System for Feature Engineering. CIDR (2013)
Dolan Antenucci, Michael J. Cafarella, Margaret Levenstein, Christopher Ré, Matthew Shapiro
Ringtail: Feature Selection For Easier Nowcasting. WebDB (2013)
Matthew Burgess, Alessandra Mazzia, Eytan Adar, Michael J. Cafarella
Leveraging Noisy Lists for Social Feed Ranking. ICWSM (2013)
Zhe Chen, Michael J. Cafarella
Automatic web spreadsheet data extraction. SSW@VLDB (2013)
Prateek Tandon, Michael J. Cafarella, Thomas F. Wenisch
Minimizing Remote Accesses in MapReduce Clusters. IPDPS Workshops (2013)
Dolan Antenucci, Erdong Li, Shaobo Liu, Bochun Zhang, Michael J. Cafarella, Christopher Ré
Ringtail: A Generalized Nowcasting System. Proc. VLDB Endow. 6 (12) (2013)
Li Qian, Michael J. Cafarella, H. V. Jagadish
Sample-driven schema mapping. SIGMOD Conference (2012)
Eaman Jahani, Michael J. Cafarella, Christopher Ré
Automatic Optimization for MapReduce Programs. Proc. VLDB Endow. 4 (6) (2011)
Eaman Jahani, Michael J. Cafarella, Christopher Ré
Automatic Optimization for MapReduce Programs CoRR (2011)
Michael J. Cafarella, Alon Y. Halevy, Jayant Madhavan
Structured data on the web. Commun. ACM 54 (2) (2011)
Michael J. Cafarella, Alon Y. Halevy
Web data management. SIGMOD Conference (2011)
Michael J. Cafarella, Christopher Ré
Manimal: Relational Optimization for Data-Intensive Programs. WebDB (2010)
Daniel J. Abadi, Michael J. Cafarella, Joseph M. Hellerstein, Donald Kossmann, Samuel Madden, Philip A. Bernstein
How Best to Build Web-Scale Data Managers? A Panel Discussion. Proc. VLDB Endow. 2 (2) (2009)
Michael J. Cafarella
Extracting and Querying a Comprehensive Web Database. CIDR (2009)
Michael J. Cafarella, Alon Y. Halevy, Nodira Khoussainova
Data Integration for the Relational Web. Proc. VLDB Endow. 2 (1) (2009)
Michael J. Cafarella, Alon Y. Halevy, Yang Zhang, Daisy Zhe Wang, Eugene Wu
Uncovering the Relational Web. WebDB (2008)

Michael J. Cafarella

Publication Activity (10 Years)

Top Topics

Top Venues