Samuel Madden

ORCID

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 104

Top Venues

Publications

Ziniu Wu, Parimarjan Negi, Mohammad Alizadeh, Tim Kraska, Samuel Madden
FactorJoin: A New Cardinality Estimation Framework for Join Queries. Proc. ACM Manag. Data 1 (1) (2023)
Yu Wang, Lei Cao, Yizhou Yan, Samuel Madden
Interpretable Outlier Summarization. CoRR (2023)
Lei Cao, Yizhou Yan, Yu Wang, Samuel Madden, Elke A. Rundensteiner
AutoOD: Automatic Outlier Detection. Proc. ACM Manag. Data 1 (1) (2023)
Jiaming Liang, Lei Cao, Samuel Madden, Zachary G. Ives, Guoliang Li
RITA: Group Attention is All You Need for Timeseries Analytics. CoRR (2023)
Oscar R. Moll, Manuel Favela, Samuel Madden, Vijay Gadepally
SeeSaw: interactive ad-hoc search over image databases. CoRR (2022)
Anil Shanbhag, Bobbi W. Yogatama, Xiangyao Yu, Samuel Madden
Tile-based Lightweight Integer Compression in GPU. SIGMOD Conference (2022)
Ziniu Wu, Parimarjan Negi, Mohammad Alizadeh, Tim Kraska, Samuel Madden
FactorJoin: A New Cardinality Estimation Framework for Join Queries. CoRR (2022)
Daisy H. Green, Devin W. Quinn, Samuel Madden, Peter A. Lindahl, Steven B. Leeb
Nonintrusive Measurements for Detecting Progressive Equipment Faults. IEEE Trans. Instrum. Meas. 71 (2022)
Favyen Bastani, Samuel Madden
OTIF: Efficient Tracker Pre-processing over Large Video Datasets. SIGMOD Conference (2022)
Samuel Madden, Jialin Ding, Tim Kraska, Sivaprasad Sudhir, David Cohen, Timothy G. Mattson, Nesime Tatbul
Self-Organizing Data Containers. CIDR (2022)
Tianyu Li, Badrish Chandramouli, Samuel Madden
Performant Almost-Latch-Free Data Structures Using Epoch Protection. DaMoN (2022)
Dennis M. Hofmann, Peter VanNostrand, Huayi Zhang, Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner
A Demonstration of AutoOD: A Self-tuning Anomaly Detection System. Proc. VLDB Endow. 15 (12) (2022)
Huayi Zhang, Lei Cao, Samuel Madden, Elke A. Rundensteiner
LANCET: Labeling Complex Data at Scale. Proc. VLDB Endow. 14 (11) (2021)
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Samuel Madden, Mourad Ouzzani
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation. Proc. VLDB Endow. 14 (8) (2021)
Tianyu Li, Badrish Chandramouli, Jose M. Faleiro, Samuel Madden, Donald Kossmann
Asynchronous Prefix Recoverability for Fast Distributed Stores. SIGMOD Conference (2021)
Favyen Bastani, Songtao He, Samuel Madden
Self-Supervised Multi-Object Tracking with Cross-input Consistency. NeurIPS (2021)
Lei Cao, Dongqing Xiao, Yizhou Yan, Samuel Madden, Guoliang Li
ATLANTIC: Making Database Differentially Private and Faster with Accuracy Guarantee. Proc. VLDB Endow. 14 (12) (2021)
Songtao He, Mohammad Amin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden
Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories. ICCV (2021)
Sivaprasad Sudhir, Michael J. Cafarella, Samuel Madden
Replicated Layout for In-Memory Database Systems. Proc. VLDB Endow. 15 (4) (2021)
Huayi Zhang, Lei Cao, Peter VanNostrand, Samuel Madden, Elke A. Rundensteiner
ELITE: Robust Deep Anomaly Detection with Meta Gradient. KDD (2021)
Yi Lu, Xiangyao Yu, Lei Cao, Samuel Madden
Epoch-based Commit and Replication in Distributed OLTP Databases. Proc. VLDB Endow. 14 (5) (2021)
Anil Shanbhag, Samuel Madden, Xiangyao Yu
A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics. SIGMOD Conference (2020)
Joana M. F. da Trindade, Konstantinos Karanasos, Carlo Curino, Samuel Madden, Julian Shun
Kaskade: Graph Views for Efficient Graph Analytics. ICDE (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)
Johan Wahlström, Isaac Skog, Peter Händel, Bill Bradley, Samuel Madden, Hari Balakrishnan
Smartphone Placement Within Vehicles. IEEE Trans. Intell. Transp. Syst. 21 (2) (2020)
Favyen Bastani, Oscar R. Moll, Samuel Madden
Vaas: Video Analytics At Scale. Proc. VLDB Endow. 13 (12) (2020)
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks. AAAI (2020)
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding. CoRR (2020)
Matthew Perron, Raul Castro Fernandez, David J. DeWitt, Samuel Madden
Starling: A Scalable Query Engine on Cloud Functions. SIGMOD Conference (2020)
Anil Shanbhag, Samuel Madden, Xiangyao Yu
A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics (Extended Version). CoRR (2020)
Chengliang Chai, Lei Cao, Guoliang Li, Jian Li, Yuyu Luo, Samuel Madden
Human-in-the-loop Outlier Detection. SIGMOD Conference (2020)
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding. ECCV (24) (2020)
Anil Shanbhag, Nesime Tatbul, David Cohen, Samuel Madden
DC persistent memory. DaMoN (2020)
Huayi Zhang, Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner
Continuously Adaptive Similarity Search. SIGMOD Conference (2020)
Yi Lu, Xiangyao Yu, Lei Cao, Samuel Madden
Aria: A Fast and Practical Deterministic OLTP Database. Proc. VLDB Endow. 13 (11) (2020)
El Kindi Rezig, Lei Cao, Giovanni Simonini, Maxime Schoemans, Samuel Madden, Nan Tang, Mourad Ouzzani, Michael Stonebraker
Dagger: A Data (not code) Debugger. CIDR (2020)
El Kindi Rezig, Ashrita Brahmaroutu, Nesime Tatbul, Mourad Ouzzani, Nan Tang, Timothy G. Mattson, Samuel Madden, Michael Stonebraker
Debugging Large-Scale Data Science Pipelines using Dagger. Proc. VLDB Endow. 13 (12) (2020)
Yi Lu, Xiangyao Yu, Samuel Madden
STAR: Scaling Transactions through Asymmetric Replication. Proc. VLDB Endow. 12 (11) (2019)
Tim Kraska, Mohammad Alizadeh, Alex Beutel, Ed H. Chi, Ani Kristo, Guillaume Leclerc, Samuel Madden, Hongzi Mao, Vikram Nathan
SageDB: A Learned Database System. CIDR (2019)
Xiao Qin, Lei Cao, Elke A. Rundensteiner, Samuel Madden
Scalable Kernel Density Estimation-based Local Outlier Detection over Large Data Streams. EDBT (2019)
Ji Sun, Dong Deng, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation. CoRR (2019)
Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner, Mathan Gopalsamy
Efficient Discovery of Sequence Outlier Patterns. Proc. VLDB Endow. 12 (8) (2019)
Raul Castro Fernandez, Samuel Madden
Termite: a system for tunneling through heterogeneous data. aiDM@SIGMOD (2019)
John K. Feser, Samuel Madden, Nan Tang, Armando Solar-Lezama
Deductive Optimization of Relational Data Storage. CoRR (2019)
El Kindi Rezig, Lei Cao, Michael Stonebraker, Giovanni Simonini, Wenbo Tao, Samuel Madden, Mourad Ouzzani, Nan Tang, Ahmed K. Elmagarmid
Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics. Proc. VLDB Endow. 12 (12) (2019)
Raul Castro Fernandez, Samuel Madden
Termite: A System for Tunneling Through Heterogeneous Data. CoRR (2019)
Joana M. F. da Trindade, Konstantinos Karanasos, Carlo Curino, Samuel Madden, Julian Shun
Kaskade: Graph Views for Efficient Graph Analytics. CoRR (2019)
Lei Cao, Wenbo Tao, Sungtae An, Jing Jin, Yizhou Yan, Xiaoyu Liu, Wendong Ge, Adam Sah, Leilani Battle, Jimeng Sun, Remco Chang, M. Brandon Westover, Samuel Madden, Michael Stonebraker
Smile: A System to Support Machine Learning on EEG Data at Scale. Proc. VLDB Endow. 12 (12) (2019)
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks. CoRR (2019)
Matthew Perron, Raul Castro Fernandez, David J. DeWitt, Samuel Madden
Starling: A Scalable Query Engine on Cloud Function Services. CoRR (2019)
Raul Castro Fernandez, Jisoo Min, Demitri Nava, Samuel Madden
Lazo: A Cardinality-Based Method for Coupled Estimation of Jaccard Similarity and Containment. ICDE (2019)
Raul Castro Fernandez, Nan Tang, Mourad Ouzzani, Michael Stonebraker, Samuel Madden
Dataset-On-Demand: Automatic View Search and Presentation for Data Discovery. CoRR (2019)
Mohammad Mahdavi, Ziawasch Abedjan, Raul Castro Fernandez, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Raha: A Configuration-Free Error Detection System. SIGMOD Conference (2019)
Yi Lu, Xiangyao Yu, Samuel Madden
SCAR: Strong Consistency using Asynchronous Replication with Minimal Coordination. CoRR (2019)
Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Eric Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros G. Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim M. Hazelwood, Furong Huang, Martin Jaggi, Kevin G. Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konecný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Gordon Murray, Dimitris S. Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan R. Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric P. Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar
SysML: The New Frontier of Machine Learning Systems. CoRR (2019)
Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Unsupervised String Transformation Learning for Entity Consolidation. ICDE (2019)
Andrew Ilyas, Joana M. F. da Trindade, Raul Castro Fernandez, Samuel Madden
Extracting Syntactical Patterns from Databases. ICDE (2018)
Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran
Optimally Leveraging Density and Locality for Exploratory Browsing and Sampling. HILDA@SIGMOD (2018)
Shoumik Palkar, James J. Thomas, Deepak Narayanan, Pratiksha Thaker, Rahul Palamuttam, Parimarjan Negi, Anil Shanbhag, Malte Schwarzkopf, Holger Pirk, Saman P. Amarasinghe, Samuel Madden, Matei Zaharia
Evaluating End-to-End Optimization for Data Analytics Applications in Weld. Proc. VLDB Endow. 11 (9) (2018)
Manasi Vartak, Samuel Madden
MODELDB: Opportunities and Challenges in Managing Machine Learning Models. IEEE Data Eng. Bull. 41 (4) (2018)
Raul Castro Fernandez, Ziawasch Abedjan, Famien Koko, Gina Yuan, Samuel Madden, Michael Stonebraker
Aurum: A Data Discovery System. ICDE (2018)
Yi Lu, Xiangyao Yu, Samuel Madden
STAR: Scaling Transactions through Asymmetric Replication. CoRR (2018)
Raul Castro Fernandez, Essam Mansour, Abdulhakim Ali Qahtan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Seeping Semantics: Linking Datasets Using Word Embeddings for Data Discovery. ICDE (2018)
Davis W. Blalock, Samuel Madden, John V. Guttag
Sprintz: Time Series Compression for the Internet of Things. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner
SWIFT: Mining Representative Patterns from Large Event Streams. Proc. VLDB Endow. 12 (3) (2018)
Anil Shanbhag, Holger Pirk, Samuel Madden
Efficient Top-K Query Processing on Massively Parallel Hardware. SIGMOD Conference (2018)
Essam Mansour, Dong Deng, Raul Castro Fernandez, Abdulhakim Ali Qahtan, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Building Data Civilizer Pipelines with an Advanced Workflow Engine. ICDE (2018)
Guillaume Leclerc, Manasi Vartak, Raul Castro Fernandez, Tim Kraska, Samuel Madden
Smallify: Learning Network Size while Training. CoRR (2018)
Manasi Vartak, Joana M. F. da Trindade, Samuel Madden, Matei Zaharia
MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis. SIGMOD Conference (2018)
Firas Abuzaid, Peter Bailis, Jialin Ding, Edward Gan, Samuel Madden, Deepak Narayanan, Kexin Rong, Sahaana Suri
MacroBase: Prioritizing Attention in Fast Data. ACM Trans. Database Syst. 43 (4) (2018)
Davis W. Blalock, Samuel Madden, John V. Guttag
Sprintz: Time Series Compression for the Internet of Things. CoRR (2018)
Yi Lu, Anil Shanbhag, Alekh Jindal, Samuel Madden
AdaptDB: Adaptive Partitioning for Distributed Joins. Proc. VLDB Endow. 10 (5) (2017)
Peter Bailis, Edward Gan, Samuel Madden, Deepak Narayanan, Kexin Rong, Sahaana Suri
MacroBase: Prioritizing Attention in Fast Data. SIGMOD Conference (2017)
Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Entity Consolidation: The Golden Record Problem. CoRR (2017)
Dong Deng, Albert Kim, Samuel Madden, Michael Stonebraker
SILKMOTH: An Efficient Method for Finding Related Sets with Maximum Matching Constraints. CoRR (2017)
Raul Castro Fernandez, Dong Deng, Essam Mansour, Abdulhakim Ali Qahtan, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
A Demo of the Data Civilizer System. SIGMOD Conference (2017)
Dong Deng, Raul Castro Fernandez, Ziawasch Abedjan, Sibo Wang, Michael Stonebraker, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Nan Tang
The Data Civilizer System. CIDR (2017)
Vijay Gadepally, Kyle O'Brien, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Jennie Rogers, Zuohao She, Michael Stonebraker
Version 0.1 of the BigDAWG Polystore System. CoRR (2017)
Vijay Gadepally, Kyle O'Brien, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Jennie Rogers, Zuohao She, Michael Stonebraker
BigDAWG version 0.1. HPEC (2017)
Anil Shanbhag, Alekh Jindal, Samuel Madden, Jorge-Arnulfo Quiané-Ruiz, Aaron J. Elmore
A robust partitioning scheme for ad-hoc query workloads. SoCC (2017)
Shoumik Palkar, James J. Thomas, Deepak Narayanan, Anil Shanbhag, Rahul Palamuttam, Holger Pirk, Malte Schwarzkopf, Saman P. Amarasinghe, Samuel Madden, Matei Zaharia
Weld: Rethinking the Interface Between Data-Intensive Applications. CoRR (2017)
Oscar R. Moll, Aaron Zalewski, Sudeep Pillai, Samuel Madden, Michael Stonebraker, Vijay Gadepally
Exploring big volume sensor data with Vroom. Proc. VLDB Endow. 10 (12) (2017)
Samuel Madden
We Are Boring. CIDR (2017)
Andrew Ilyas, Joana M. F. da Trindade, Raul Castro Fernandez, Samuel Madden
Extracting Syntactic Patterns from Databases. CoRR (2017)
José Cambronero, John K. Feser, Micah J. Smith, Samuel Madden
Query Optimization for Dynamic Imputation. Proc. VLDB Endow. 10 (11) (2017)
Rohit Singh, Venkata Vamsikrishna Meduri, Ahmed K. Elmagarmid, Samuel Madden, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Armando Solar-Lezama, Nan Tang
Generating Concise Entity Matching Rules. SIGMOD Conference (2017)
Rohit Singh, Venkata Vamsikrishna Meduri, Ahmed K. Elmagarmid, Samuel Madden, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Armando Solar-Lezama, Nan Tang
Synthesizing Entity Matching Rules by Examples. Proc. VLDB Endow. 11 (2) (2017)
Dong Deng, Albert Kim, Samuel Madden, Michael Stonebraker
SilkMoth: An Efficient Method for Finding Related Sets with Maximum Matching Constraints. Proc. VLDB Endow. 10 (10) (2017)
Alekh Jindal, Jorge-Arnulfo Quiané-Ruiz, Samuel Madden
INGESTBASE: A Declarative Data Ingestion System. CoRR (2017)
Kyle O'Brien, Vijay Gadepally, Jennie Duggan, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Zuohao She, Michael Stonebraker
BigDAWG Polystore Release and Demonstration. CoRR (2017)
Alvin Cheung, Samuel Madden, Armando Solar-Lezama
Sloth: Being Lazy Is a Virtue (When Issuing Database Queries). ACM Trans. Database Syst. 41 (2) (2016)
Manasi Vartak, Silu Huang, Tarique Siddiqui, Samuel Madden, Aditya G. Parameswaran
Towards Visualization Recommendation Systems. SIGMOD Rec. 45 (4) (2016)
Raul Castro Fernandez, Ziawasch Abedjan, Samuel Madden, Michael Stonebraker
Towards large-scale data discovery: position paper. ExploreDB@SIGMOD/PODS (2016)
Manasi Vartak, Venkatesh Raghavan, Elke A. Rundensteiner, Samuel Madden
Refinement Driven Processing of Aggregation Constrained Queries. EDBT (2016)
Vijay Gadepally, Peinan Chen, Jennie Duggan, Aaron J. Elmore, Brandon Haynes, Jeremy Kepner, Samuel Madden, Tim Mattson, Michael Stonebraker
The BigDAWG Polystore System and Architecture. CoRR (2016)
Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran
Speedy Browsing and Sampling with NeedleTail. CoRR (2016)
Michael Maddox, David Goehring, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran, Amol Deshpande
Decibel: The Relational Dataset Branching System. Proc. VLDB Endow. 9 (9) (2016)
Stavros Papadopoulos, Kushal Datta, Samuel Madden, Timothy G. Mattson
The TileDB Array Data Storage Manager. Proc. VLDB Endow. 10 (4) (2016)
Manasi Vartak, Harihar Subramanyam, Wei-En Lee, Srinidhi Viswanathan, Saadiyah Husnoo, Samuel Madden, Matei Zaharia
ModelDB: a system for machine learning model management. HILDA@SIGMOD (2016)
Anil Shanbhag, Alekh Jindal, Yi Lu, Samuel Madden
Amoeba: A Shape changing Storage System for Big Data. Proc. VLDB Endow. 9 (13) (2016)

Samuel Madden.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Samuel Madden