Sam Madden

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 41

Top Topics

Cardinality Estimation

Road Extraction

Video Analytics

Top Venues

Proc. VLDB Endow.

Publications

Zihui Gu, Ju Fan, Nan Tang, Lei Cao, Bowen Jia, Sam Madden, Xiaoyong Du
Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning. Proc. ACM Manag. Data 1 (2) (2023)
Ferdinand Kossmann, Ziniu Wu, Eugenie Lai, Nesime Tatbul, Lei Cao, Tim Kraska, Sam Madden
Extract-Transform-Load for Video Streams. Proc. VLDB Endow. 16 (9) (2023)
Zui Chen, Lei Cao, Sam Madden
RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training. CoRR (2023)
Gustavo Alonso, Natassa Ailamaki, Sailesh Krishnamurthy, Sam Madden, Swami Sivasubramanian, Raghu Ramakrishnan
Future of Database System Architectures. SIGMOD Conference Companion (2023)
Zihui Gu, Ju Fan, Nan Tang, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Sam Madden, Xiaoyong Du
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation. CoRR (2023)
Zui Chen, Lei Cao, Sam Madden
Lingua Manga: A Generic Large Language Model Centric System for Data Curation. Proc. VLDB Endow. 16 (12) (2023)
Zui Chen, Lei Cao, Sam Madden
Lingua Manga: A Generic Large Language Model Centric System for Data Curation. CoRR (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)
Parimarjan Negi, Ziniu Wu, Andreas Kipf, Nesime Tatbul, Ryan Marcus, Sam Madden, Tim Kraska, Mohammad Alizadeh
Robust Query Driven Cardinality Estimation under Changing Workloads. Proc. VLDB Endow. 16 (6) (2023)
Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. ICDE (2022)
Oscar R. Moll Thomae, Sam Madden, Vijay Gadepally
Ad-hoc Searches on Image Databases. Poly/DMAH@VLDB (2022)
Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. ICDE (2022)
Favyen Bastani, Sam Madden
Beyond Road Extraction: A Dataset for Map Update using Aerial Images. ICCV (2021)
Favyen Bastani, Songtao He, Sam Madden
Self-Supervised Multi-Object Tracking with Cross-Input Consistency. CoRR (2021)
Favyen Bastani, Sam Madden
MultiScope: Efficient Video Pre-processing for Exploratory Video Analytics. CoRR (2021)
Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Sam Madden
SkyQuery: an aerial drone video sensing platform. Onward! (2021)
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Updating Street Maps using Changes Detected in Satellite Imagery. SIGSPATIAL/GIS (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)
Favyen Bastani, Sam Madden
Beyond Road Extraction: A Dataset for Map Update using Aerial Images. CoRR (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)
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Inferring and improving street maps with data-driven automation. Commun. ACM 64 (11) (2021)
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Updating Street Maps using Changes Detected in Satellite Imagery. 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)
John K. Feser, Sam Madden, Nan Tang, Armando Solar-Lezama
Deductive optimization of relational data storage. Proc. ACM Program. Lang. 4 (OOPSLA) (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)
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Sam Madden, Mourad Ouzzani
Relational Pretrained Transformers towards Democratizing Data Preparation [Vision]. CoRR (2020)
Albert Kim, Atalay Mert Ileri, Sam Madden
Optimizing Query Predicates with Disjunctions for Column Stores. CoRR (2020)
Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. CoRR (2020)
Alana Marzoev, Lara Timbó Araújo, Malte Schwarzkopf, Samyukta Yagati, Eddie Kohler, Robert Tappan Morris, M. Frans Kaashoek, Sam Madden
Towards Multiverse Databases. HotOS (2019)
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
Machine-Assisted Map Editing. CoRR (2019)
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Inferring and Improving Street Maps with Data-Driven Automation. CoRR (2019)
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, David J. DeWitt
RoadTracer: Automatic Extraction of Road Networks From Aerial Images. CVPR (2018)
Songtao He, Favyen Bastani, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
RoadRunner: improving the precision of road network inference from GPS trajectories. SIGSPATIAL/GIS (2018)
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
TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines. CoRR (2018)
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
Machine-assisted map editing. SIGSPATIAL/GIS (2018)
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
TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines. HPEC (2018)
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, David J. DeWitt, Sam Madden
Unthule: An Incremental Graph Construction Process for Robust Road Map Extraction from Aerial Images. CoRR (2018)
Holger Pirk, Oscar R. Moll, Matei Zaharia, Sam Madden
Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware. Proc. VLDB Endow. 9 (14) (2016)
Sam Madden
Technical Perspective: Mesa takes data warehousing to new heights. Commun. ACM 59 (7) (2016)
Anil Shanbhag, Holger Pirk, Sam Madden
Locality-Adaptive Parallel Hash Joins Using Hardware Transactional Memory. ADMS/IMDM@VLDB (2016)
Holger Pirk, Oscar R. Moll, Sam Madden
What Makes a Good Physical plan?: Experiencing Hardware-Conscious Query Optimization with Candomblé. SIGMOD Conference (2016)
Jennie Duggan, Aaron J. Elmore, Michael Stonebraker, Magdalena Balazinska, Bill Howe, Jeremy Kepner, Sam Madden, David Maier, Tim Mattson, Stanley B. Zdonik
The BigDAWG Polystore System. SIGMOD Rec. 44 (2) (2015)
Holger Pirk, Sam Madden, Mike Stonebraker
By their fruits shall ye know them: A Data Analyst's Perspective on Massively Parallel System Design. DaMoN (2015)
Anant P. Bhardwaj, Amol Deshpande, Aaron J. Elmore, David R. Karger, Sam Madden, Aditya G. Parameswaran, Harihar Subramanyam, Eugene Wu, Rebecca Zhang
Collaborative Data Analytics with DataHub. Proc. VLDB Endow. 8 (12) (2015)
Anant P. Bhardwaj, Juho Kim, Steven Dow, David R. Karger, Sam Madden, Rob Miller, Haoqi Zhang
Attendee-Sourcing: Exploring The Design Space of Community-Informed Conference Scheduling. HCOMP (2014)
Anant P. Bhardwaj, Juho Kim, Steven Dow, David R. Karger, Sam Madden, Rob Miller, Haoqi Zhang
Attendee-Sourcing: Exploring The Design Space of Community-Informed Conference Scheduling. CoRR (2014)
Albert Kim, Eric Blais, Aditya G. Parameswaran, Piotr Indyk, Sam Madden, Ronitt Rubinfeld
Rapid Sampling for Visualizations with Ordering Guarantees. CoRR (2014)
Eugene Wu, Adam Marcus, Sam Madden
Data in Context: Aiding News Consumers while Taming Dataspaces. DBCrowd (2013)
Michael Stonebraker, Sam Madden, Pradeep Dubey
Intel "big data" science and technology center vision and execution plan. SIGMOD Rec. 42 (1) (2013)
Aubrey Tatarowicz, Carlo Curino, Evan P. C. Jones, Sam Madden
Lookup Tables: Fine-Grained Partitioning for Distributed Databases. ICDE (2012)
Manas Mittal, Wei Wu, Steve Rubin, Sam Madden, Björn Hartmann
Bribecaster: documenting bribes through community participation. CSCW (Companion) (2012)
Sihem Amer-Yahia, Samreen Anjum, Amira Ghenai, Aysha Siddique, Sofiane Abbar, Sam Madden, Adam Marcus, Mohammed El-Haddad
MAQSA: a system for social analytics on news. SIGMOD Conference (2012)
Sam Madden
From Databases to Big Data. IEEE Internet Comput. 16 (3) (2012)