Sam Madden

57 papers A* 5A 3B 1C 1Journal 32Unranked 13
YearRankTypeTitle / Venue / Authors
2025 A conf
The State of Hardware.
CIDR
Sam Madden
2024 J jnl
Symphony: Towards Trustworthy Question Answering and Verification using RAG over Multimodal Data Lakes.
IEEE Data Eng. Bull.
Nan Tang, Chenyu Yang, Zhengxuan Zhang, Yuyu Luo, Ju Fan, Lei Cao, Sam Madden, Alon Y. Halevy
2023 J jnl
Extract-Transform-Load for Video Streams.
Proc. VLDB Endow.
Ferdinand Kossmann, Ziniu Wu, Eugenie Lai, Nesime Tatbul, Lei Cao, Tim Kraska, Sam Madden
2023 J jnl
Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning.
Proc. ACM Manag. Data
Zihui Gu, Ju Fan, Nan Tang, Lei Cao, Bowen Jia, Sam Madden, Xiaoyong Du
2023 — conf
Future of Database System Architectures.
SIGMOD Conference Companion
Gustavo Alonso, Natassa Ailamaki, Sailesh Krishnamurthy, Sam Madden, Swami Sivasubramanian, Raghu Ramakrishnan
2023 J jnl
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation.
CoRR
Zihui Gu, Ju Fan, Nan Tang, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Sam Madden, Xiaoyong Du
2023 J jnl
Lingua Manga: A Generic Large Language Model Centric System for Data Curation.
CoRR
Zui Chen, Lei Cao, Sam Madden
2023 J jnl
Lingua Manga: A Generic Large Language Model Centric System for Data Curation.
Proc. VLDB Endow.
Zui Chen, Lei Cao, Sam Madden
2023 J jnl
RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training.
CoRR
Zui Chen, Lei Cao, Sam Madden
2023 J jnl
Robust Query Driven Cardinality Estimation under Changing Workloads.
Proc. VLDB Endow.
Parimarjan Negi, Ziniu Wu, Andreas Kipf, Nesime Tatbul, Ryan Marcus, Sam Madden, Tim Kraska, Mohammad Alizadeh
2023 J jnl
SEED: Simple, Efficient, and Effective Data Management via Large Language Models.
CoRR
Zui Chen, Lei Cao, Sam Madden, Ju Fan, Nan Tang, Zihui Gu, Zeyuan Shang, Chunwei Liu, Michael J. Cafarella, Tim Kraska
2022 — conf
Ad-hoc Searches on Image Databases.
Poly/DMAH@VLDB
Oscar R. Moll Thomae, Sam Madden, Vijay Gadepally
2022 A* conf
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling.
ICDE
Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska
2022 A* conf
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling.
ICDE
Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska
2021 A* conf
Beyond Road Extraction: A Dataset for Map Update using Aerial Images.
ICCV
Favyen Bastani, Sam Madden
2021 J jnl
Beyond Road Extraction: A Dataset for Map Update using Aerial Images.
CoRR
Favyen Bastani, Sam Madden
2021 J jnl
Inferring and improving street maps with data-driven automation.
Commun. ACM
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2021 J jnl
MultiScope: Efficient Video Pre-processing for Exploratory Video Analytics.
CoRR
Favyen Bastani, Sam Madden
2021 J jnl
Self-Supervised Multi-Object Tracking with Cross-Input Consistency.
CoRR
Favyen Bastani, Songtao He, Sam Madden
2021 J jnl
SkyQuery: An Aerial Drone Video Sensing Platform.
CoRR
Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Michael J. Cafarella, Tim Kraska, Sam Madden
2021 — conf
SkyQuery: an aerial drone video sensing platform.
Onward!
Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Sam Madden
2021 J jnl
TagMe: GPS-Assisted Automatic Object Annotation in Videos.
CoRR
Songtao He, Favyen Bastani, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
2021 — conf
Updating Street Maps using Changes Detected in Satellite Imagery.
SIGSPATIAL/GIS
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2021 J jnl
Updating Street Maps using Changes Detected in Satellite Imagery.
CoRR
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2020 A conf
BeeCluster: drone orchestration via predictive optimization.
MobiSys
Songtao He, Favyen Bastani, Arjun Balasingam, Karthik Gopalakrishnan, Ziwen Jiang, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
2020 J jnl
Deductive optimization of relational data storage.
Proc. ACM Program. Lang.
John K. Feser, Sam Madden, Nan Tang, Armando Solar-Lezama
2020 J jnl
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling.
CoRR
Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska
2020 — conf
MIRIS: Fast Object Track Queries in Video.
SIGMOD Conference
Favyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
2020 J jnl
Optimizing Query Predicates with Disjunctions for Column Stores.
CoRR
Albert Kim, Atalay Mert Ileri, Sam Madden
2020 J jnl
Relational Pretrained Transformers towards Democratizing Data Preparation [Vision].
CoRR
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Sam Madden, Mourad Ouzzani
2019 — ch.
C-store: a column-oriented DBMS.
Making Databases Work
Mike Stonebraker, Daniel J. Abadi, Adam Batkin, Xuedong Chen, Mitch Cherniack, Miguel Ferreira, Edmond Lau, Amerson Lin, Sam Madden, Elizabeth J. O'Neil, Patrick E. O'Neil, Alex Rasin, Nga Tran, Stan Zdonik
2019 J jnl
Inferring and Improving Street Maps with Data-Driven Automation.
CoRR
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2019 J jnl
Machine-Assisted Map Editing.
CoRR
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
2019 A conf
Towards Multiverse Databases.
HotOS
Alana Marzoev, Lara Timbó Araújo, Malte Schwarzkopf, Samyukta Yagati, Eddie Kohler, Robert Morris, M. Frans Kaashoek, Sam Madden
2018 — conf
Machine-assisted map editing.
SIGSPATIAL/GIS
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
2018 — conf
RoadRunner: improving the precision of road network inference from GPS trajectories.
SIGSPATIAL/GIS
Songtao He, Favyen Bastani, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
2018 A* conf
RoadTracer: Automatic Extraction of Road Networks From Aerial Images.
CVPR
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, David J. DeWitt
2018 — conf
TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines.
HPEC
Jeremy Kepner, Ron Brightwell, Alan Edelman, Vijay Gadepally, Hayden Jananthan, Michael Jones, Sam Madden, Peter Michaleas, Hamed Okhravi, Kevin T. Pedretti, Albert Reuther, Thomas L. Sterling, Mike Stonebraker
2018 J jnl
TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines.
CoRR
Jeremy Kepner, Ron Brightwell, Alan Edelman, Vijay Gadepally, Hayden Jananthan, Michael Jones, Sam Madden, Peter Michaleas, Hamed Okhravi, Kevin T. Pedretti, Albert Reuther, Thomas L. Sterling, Mike Stonebraker
2018 J jnl
Unthule: An Incremental Graph Construction Process for Robust Road Map Extraction from Aerial Images.
CoRR
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, David J. DeWitt, Sam Madden
2016 — conf
Locality-Adaptive Parallel Hash Joins Using Hardware Transactional Memory.
ADMS/IMDM@VLDB
Anil Shanbhag, Holger Pirk, Sam Madden
2016 — ed.
Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016
SIGMOD Conference
Fatma Özcan, Georgia Koutrika, Sam Madden
2016 J jnl
Technical Perspective: Mesa takes data warehousing to new heights.
Commun. ACM
Sam Madden
2016 J jnl
Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware.
Proc. VLDB Endow.
Holger Pirk, Oscar R. Moll, Matei Zaharia, Sam Madden
2016 — conf
What Makes a Good Physical plan?: Experiencing Hardware-Conscious Query Optimization with Candomblé.
SIGMOD Conference
Holger Pirk, Oscar R. Moll, Sam Madden
2015 C conf
By their fruits shall ye know them: A Data Analyst's Perspective on Massively Parallel System Design.
DaMoN
Holger Pirk, Sam Madden, Mike Stonebraker
2015 J jnl
Collaborative Data Analytics with DataHub.
Proc. VLDB Endow.
Anant P. Bhardwaj, Amol Deshpande, Aaron J. Elmore, David R. Karger, Sam Madden, Aditya G. Parameswaran, Harihar Subramanyam, Eugene Wu, Rebecca Zhang
2015 J jnl
The BigDAWG Polystore System.
SIGMOD Rec.
Jennie Duggan, Aaron J. Elmore, Michael Stonebraker, Magdalena Balazinska, Bill Howe, Jeremy Kepner, Sam Madden, David Maier, Tim Mattson, Stanley B. Zdonik
2014 B conf
Attendee-Sourcing: Exploring The Design Space of Community-Informed Conference Scheduling.
HCOMP
Anant P. Bhardwaj, Juho Kim, Steven Dow, David R. Karger, Sam Madden, Rob Miller, Haoqi Zhang
2014 J jnl
Attendee-Sourcing: Exploring The Design Space of Community-Informed Conference Scheduling.
CoRR
Anant P. Bhardwaj, Juho Kim, Steven Dow, David R. Karger, Sam Madden, Rob Miller, Haoqi Zhang
2014 J jnl
Rapid Sampling for Visualizations with Ordering Guarantees.
CoRR
Albert Kim, Eric Blais, Aditya G. Parameswaran, Piotr Indyk, Sam Madden, Ronitt Rubinfeld
2013 — conf
Data in Context: Aiding News Consumers while Taming Dataspaces.
DBCrowd
Eugene Wu, Adam Marcus, Sam Madden
2013 J jnl
Intel "big data" science and technology center vision and execution plan.
SIGMOD Rec.
Michael Stonebraker, Sam Madden, Pradeep Dubey
2012 — conf
Bribecaster: documenting bribes through community participation.
CSCW (Companion)
Manas Mittal, Wei Wu, Steve Rubin, Sam Madden, Björn Hartmann
2012 J jnl
From Databases to Big Data.
IEEE Internet Comput.
Sam Madden
2012 A* conf
Lookup Tables: Fine-Grained Partitioning for Distributed Databases.
ICDE
Aubrey Tatarowicz, Carlo Curino, Evan P. C. Jones, Sam Madden
2012 — conf
MAQSA: a system for social analytics on news.
SIGMOD Conference
Sihem Amer-Yahia, Samreen Anjum, Amira Ghenai, Aysha Siddique, Sofiane Abbar, Sam Madden, Adam Marcus, Mohammed El-Haddad