Samuel Madden

338 papers A* 45A 26B 8C 3Misc 11Journal 167Unranked 61
YearRankTypeTitle / Venue / Authors
2026 J jnl
Abacus: A Cost-Based Optimizer for Semantic Operator Systems.
Proc. VLDB Endow.
Matthew Russo, Chunwei Liu, Sivaprasad Sudhir, Gerardo Vitagliano, Michael J. Cafarella, Tim Kraska, Samuel Madden
2026 J jnl
Ken: An Execution Engine for Unstructured Database Systems.
Proc. VLDB Endow.
Ferdinand Kossmann, Ziniu Wu, Alex Turk, Nesime Tatbul, Lei Cao, Samuel Madden
2025 J jnl
Abacus: A Cost-Based Optimizer for Semantic Operator Systems.
CoRR
Matthew Russo, Sivaprasad Sudhir, Gerardo Vitagliano, Chunwei Liu, Tim Kraska, Samuel Madden, Michael J. Cafarella
2025 J jnl
CONCUR: A Framework for Continual Constrained and Unconstrained Routing.
CoRR
Peter Baile Chen, Weiyue Li, Dan Roth, Michael J. Cafarella, Samuel Madden, Jacob Andreas
2025 A* conf
DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification.
CVPR
Darryl Ho, Samuel Madden
2025 J jnl
DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification.
CoRR
Darryl Ho, Samuel Madden
2025 J jnl
Improving DBMS Scheduling Decisions with Accurate Performance Prediction on Concurrent Queries.
Proc. VLDB Endow.
Ziniu Wu, Markos Markakis, Chunwei Liu, Peter Baile Chen, Balakrishnan Narayanaswamy, Tim Kraska, Samuel Madden
2025 J jnl
Improving DBMS Scheduling Decisions with Fine-grained Performance Prediction on Concurrent Queries - Extended.
CoRR
Ziniu Wu, Markos Markakis, Chunwei Liu, Peter Baile Chen, Balakrishnan Narayanaswamy, Tim Kraska, Samuel Madden
2025 J jnl
KramaBench: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes.
CoRR
Eugenie Lai, Gerardo Vitagliano, Ziyu Zhang, Sivaprasad Sudhir, Om Chabra, Anna Zeng, Anton A. Zabreyko, Chenning Li, Ferdi Kossmann, Jialin Ding, Jun Chen, Markos Markakis, Matthew Russo, Weiyang Wang, Ziniu Wu, Michael J. Cafarella, Lei Cao, Samuel Madden, Tim Kraska
2025 J jnl
Log-Augmented Generation: Scaling Test-Time Reasoning with Reusable Computation.
CoRR
Peter Baile Chen, Yi Zhang, Dan Roth, Samuel Madden, Jacob Andreas, Michael J. Cafarella
2025 J jnl
PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking.
CoRR
Yan Zhou, Chunwei Liu, Bhuvan Urgaonkar, Zhengle Wang, Magnus Mueller, Chao Zhang, Songyue Zhang, Pascal Pfeil, Dominik Horn, Zhengchun Liu, Davide Pagano, Tim Kraska, Samuel Madden, Ju Fan
2025 J jnl
PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking.
Proc. VLDB Endow.
Yan Zhou, Chunwei Liu, Bhuvan Urgaonkar, Zhengle Wang, Magnus Mueller, Chao Zhang, Songyue Zhang, Pascal Pfeil, Dominik Horn, Zhengchun Liu, Davide Pagano, Tim Kraska, Samuel Madden, Ju Fan
2025 A conf
Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing.
CIDR
Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Rana Shahout, Gerardo Vitagliano
2025 J jnl
The Cambridge Report on Database Research.
CoRR
Anastasia Ailamaki, Samuel Madden, Daniel Abadi, Gustavo Alonso, Sihem Amer-Yahia, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Michael J. Cafarella, Surajit Chaudhuri, Susan B. Davidson, David J. DeWitt, Yanlei Diao, Xin Luna Dong, Michael J. Franklin, Juliana Freire, Johannes Gehrke, Alon Y. Halevy, Joseph M. Hellerstein, Mark D. Hill, Stratos Idreos, Yannis E. Ioannidis, Christoph Koch, Donald Kossmann, Tim Kraska, Arun Kumar, Guoliang Li, Volker Markl, Renée J. Miller, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Aditya G. Parameswaran, Ippokratis Pandis, Jignesh M. Patel, Andrew Pavlo, Danica Porobic, Viktor Sanca, Michael Stonebraker, Julia Stoyanovich, Dan Suciu, Wang-Chiew Tan, Shivaram Venkataraman, Matei Zaharia, Stanley B. Zdonik
2025 — conf
Virtualizing Cloud Data Infrastructures with BRAD.
SIGMOD Conference Companion
Geoffrey X. Yu, Ziniu Wu, Ferdi Kossmann, Tianyu Li, Markos Markakis, Amadou Ngom, Sophie Zhang, Tim Kraska, Samuel Madden
2024 J jnl
A Declarative System for Optimizing AI Workloads.
CoRR
Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano
2024 J jnl
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD - Extended Version.
CoRR
Geoffrey X. Yu, Ziniu Wu, Ferdi Kossmann, Tianyu Li, Markos Markakis, Amadou Ngom, Samuel Madden, Tim Kraska
2024 J jnl
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD.
Proc. VLDB Endow.
Geoffrey X. Yu, Ziniu Wu, Ferdinand Kossmann, Tianyu Li, Markos Markakis, Amadou Latyr Ngom, Samuel Madden, Tim Kraska
2024 J jnl
CascadeServe: Unlocking Model Cascades for Inference Serving.
CoRR
Ferdi Kossmann, Ziniu Wu, Alex Turk, Nesime Tatbul, Lei Cao, Samuel Madden
2024 J jnl
Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL.
Proc. VLDB Endow.
Ju Fan, Zihui Gu, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Samuel Madden, Xiaoyong Du, Nan Tang
2024 J jnl
Databases Unbound: Querying All of the World's Bytes with AI.
Proc. VLDB Endow.
Samuel Madden, Michael J. Cafarella, Michael J. Franklin, Tim Kraska
2024 J jnl
Distributed Speculative Execution for Resilient Cloud Applications.
CoRR
Tianyu Li, Badrish Chandramouli, Philip A. Bernstein, Samuel Madden
2024 J jnl
Is the GPU Half-Empty or Half-Full? Practical Scheduling Techniques for LLMs.
CoRR
Ferdi Kossmann, Bruce Fontaine, Daya Khudia, Michael J. Cafarella, Samuel Madden
2024 J jnl
Kairos: Efficient Temporal Graph Analytics on a Single Machine.
CoRR
Joana M. F. da Trindade, Julian Shun, Samuel Madden, Nesime Tatbul
2024 — conf
Learning Bit Allocations for Z-Order Layouts in Analytic Data Systems.
aiDM@SIGMOD
Jenny Gao, Jialin Ding, Sivaprasad Sudhir, Samuel Madden
2024 J jnl
MetaStore: Analyzing Deep Learning Meta-Data at Scale.
Proc. VLDB Endow.
Huayi Zhang, Binwei Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner
2024 J jnl
Optimizing Disjunctive Queries with Tagged Execution.
CoRR
Albert Kim, Samuel Madden
2024 J jnl
Optimizing Disjunctive Queries with Tagged Execution.
Proc. ACM Manag. Data
Albert Kim, Samuel Madden
2024 J jnl
Outlier Summarization via Human Interpretable Rules.
Proc. VLDB Endow.
Yuhao Deng, Yu Wang, Lei Cao, Lianpeng Qiao, Yuping Wang, Xu Jingzhe, Yizhou Yan, Samuel Madden
2024 J jnl
Performant almost-latch-free data structures using epoch protection in more depth.
VLDB J.
Tianyu Li, Badrish Chandramouli, Samuel Madden
2024 J jnl
RITA: Group Attention is All You Need for Timeseries Analytics.
Proc. ACM Manag. Data
Jiaming Liang, Lei Cao, Samuel Madden, Zack Ives, Guoliang Li
2024 A conf
Serverless State Management Systems.
CIDR
Tianyu Li, Badrish Chandramouli, Sebastian Burckhardt, Samuel Madden
2023 J jnl
AutoOD: Automatic Outlier Detection.
Proc. ACM Manag. Data
Lei Cao, Yizhou Yan, Yu Wang, Samuel Madden, Elke A. Rundensteiner
2023 J jnl
Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools.
Proc. ACM Manag. Data
Matthew Perron, Raul Castro Fernandez, David J. DeWitt, Michael J. Cafarella, Samuel Madden
2023 J jnl
Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes.
Proc. VLDB Endow.
Tim Kraska, Tianyu Li, Samuel Madden, Markos Markakis, Amadou Ngom, Ziniu Wu, Geoffrey X. Yu
2023 J jnl
DARQ Matter Binds Everything: Performant and Composable Cloud Programming via Resilient Steps.
Proc. ACM Manag. Data
Tianyu Li, Badrish Chandramouli, Sebastian Burckhardt, Samuel Madden
2023 J jnl
Extract-Transform-Load for Video Streams.
CoRR
Ferdinand Kossmann, Ziniu Wu, Eugenie Lai, Nesime Tatbul, Lei Cao, Tim Kraska, Samuel Madden
2023 J jnl
FactorJoin: A New Cardinality Estimation Framework for Join Queries.
Proc. ACM Manag. Data
Ziniu Wu, Parimarjan Negi, Mohammad Alizadeh, Tim Kraska, Samuel Madden
2023 J jnl
Interpretable Outlier Summarization.
CoRR
Yu Wang, Lei Cao, Yizhou Yan, Samuel Madden
2023 J jnl
Pando: Enhanced Data Skipping with Logical Data Partitioning.
Proc. VLDB Endow.
Sivaprasad Sudhir, Wenbo Tao, Nikolay Pavlovich Laptev, Cyrille Habis, Michael J. Cafarella, Samuel Madden
2023 J jnl
RITA: Group Attention is All You Need for Timeseries Analytics.
CoRR
Jiaming Liang, Lei Cao, Samuel Madden, Zachary G. Ives, Guoliang Li
2023 J jnl
SeeSaw: Interactive Ad-hoc Search Over Image Databases.
Proc. ACM Manag. Data
Oscar R. Moll, Manuel Favela, Samuel Madden, Vijay Gadepally, Michael J. Cafarella
2023 A conf
Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes.
CIDR
Zui Chen, Zihui Gu, Lei Cao, Ju Fan, Samuel Madden, Nan Tang
2022 J jnl
A Demonstration of AutoOD: A Self-tuning Anomaly Detection System.
Proc. VLDB Endow.
Dennis M. Hofmann, Peter M. VanNostrand, Huayi Zhang, Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner
2022 J jnl
FactorJoin: A New Cardinality Estimation Framework for Join Queries.
CoRR
Ziniu Wu, Parimarjan Negi, Mohammad Alizadeh, Tim Kraska, Samuel Madden
2022 — conf
OTIF: Efficient Tracker Pre-processing over Large Video Datasets.
SIGMOD Conference
Favyen Bastani, Samuel Madden
2022 C conf
Performant Almost-Latch-Free Data Structures Using Epoch Protection.
DaMoN
Tianyu Li, Badrish Chandramouli, Samuel Madden
2022 J jnl
SeeSaw: interactive ad-hoc search over image databases.
CoRR
Oscar R. Moll, Manuel Favela, Samuel Madden, Vijay Gadepally
2022 A conf
Self-Organizing Data Containers.
CIDR
Samuel Madden, Jialin Ding, Tim Kraska, Sivaprasad Sudhir, David E. Cohen, Timothy G. Mattson, Nesime Tatbul
2022 — conf
Tile-based Lightweight Integer Compression in GPU.
SIGMOD Conference
Anil Shanbhag, Bobbi W. Yogatama, Xiangyao Yu, Samuel Madden
2021 J jnl
ATLANTIC: Making Database Differentially Private and Faster with Accuracy Guarantee.
Proc. VLDB Endow.
Lei Cao, Dongqing Xiao, Yizhou Yan, Samuel Madden, Guoliang Li
2021 — conf
Asynchronous Prefix Recoverability for Fast Distributed Stores.
SIGMOD Conference
Tianyu Li, Badrish Chandramouli, Jose M. Faleiro, Samuel Madden, Donald Kossmann
2021 A* conf
ELITE: Robust Deep Anomaly Detection with Meta Gradient.
KDD
Huayi Zhang, Lei Cao, Peter M. VanNostrand, Samuel Madden, Elke A. Rundensteiner
2021 J jnl
Epoch-based Commit and Replication in Distributed OLTP Databases.
Proc. VLDB Endow.
Yi Lu, Xiangyao Yu, Lei Cao, Samuel Madden
2021 A* conf
Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories.
ICCV
Songtao He, Mohammad Amin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden
2021 J jnl
LANCET: Labeling Complex Data at Scale.
Proc. VLDB Endow.
Huayi Zhang, Lei Cao, Samuel Madden, Elke A. Rundensteiner
2021 J jnl
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation.
Proc. VLDB Endow.
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Samuel Madden, Mourad Ouzzani
2021 J jnl
Replicated Layout for In-Memory Database Systems.
Proc. VLDB Endow.
Sivaprasad Sudhir, Michael J. Cafarella, Samuel Madden
2021 A* conf
Self-Supervised Multi-Object Tracking with Cross-input Consistency.
NeurIPS
Favyen Bastani, Songtao He, Samuel Madden
2020 J jnl
A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics (Extended Version).
CoRR
Anil Shanbhag, Samuel Madden, Xiangyao Yu
2020 — conf
A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics.
SIGMOD Conference
Anil Shanbhag, Samuel Madden, Xiangyao Yu
2020 J jnl
Aria: A Fast and Practical Deterministic OLTP Database.
Proc. VLDB Endow.
Yi Lu, Xiangyao Yu, Lei Cao, Samuel Madden
2020 — conf
Continuously Adaptive Similarity Search.
SIGMOD Conference
Huayi Zhang, Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner
2020 A conf
Dagger: A Data (not code) Debugger.
CIDR
El Kindi Rezig, Lei Cao, Giovanni Simonini, Maxime Schoemans, Samuel Madden, Nan Tang, Mourad Ouzzani, Michael Stonebraker
2020 J jnl
Debugging Large-Scale Data Science Pipelines using Dagger.
Proc. VLDB Endow.
El Kindi Rezig, Ashrita Brahmaroutu, Nesime Tatbul, Mourad Ouzzani, Nan Tang, Timothy G. Mattson, Samuel Madden, Michael Stonebraker
2020 — conf
Human-in-the-loop Outlier Detection.
SIGMOD Conference
Chengliang Chai, Lei Cao, Guoliang Li, Jian Li, Yuyu Luo, Samuel Madden
2020 A* conf
Kaskade: Graph Views for Efficient Graph Analytics.
ICDE
Joana M. F. da Trindade, Konstantinos Karanasos, Carlo Curino, Samuel Madden, Julian Shun
2020 C conf
Large-scale in-memory analytics on Intel
DaMoN
Anil Shanbhag, Nesime Tatbul, David E. Cohen, Samuel Madden
2020 A* conf
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks.
AAAI
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
2020 — conf
Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding.
ECCV (24)
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
2020 J jnl
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding.
CoRR
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
2020 J jnl
Smartphone Placement Within Vehicles.
IEEE Trans. Intell. Transp. Syst.
Johan Wahlström, Isaac Skog, Peter Händel, Bill Bradley, Samuel Madden, Hari Balakrishnan
2020 — conf
Starling: A Scalable Query Engine on Cloud Functions.
SIGMOD Conference
Matthew Perron, Raul Castro Fernandez, David J. DeWitt, Samuel Madden
2020 J jnl
Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language Data.
CoRR
Alana Marzoev, Samuel Madden, M. Frans Kaashoek, Michael J. Cafarella, Jacob Andreas
2020 J jnl
Vaas: Video Analytics At Scale.
Proc. VLDB Endow.
Favyen Bastani, Oscar R. Moll, Samuel Madden
2019 J jnl
Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics.
Proc. VLDB Endow.
El Kindi Rezig, Lei Cao, Michael Stonebraker, Giovanni Simonini, Wenbo Tao, Samuel Madden, Mourad Ouzzani, Nan Tang, Ahmed K. Elmagarmid
2019 J jnl
Dataset-On-Demand: Automatic View Search and Presentation for Data Discovery.
CoRR
Raul Castro Fernandez, Nan Tang, Mourad Ouzzani, Michael Stonebraker, Samuel Madden
2019 J jnl
Deductive Optimization of Relational Data Storage.
CoRR
John K. Feser, Samuel Madden, Nan Tang, Armando Solar-Lezama
2019 J jnl
Efficient Discovery of Sequence Outlier Patterns.
Proc. VLDB Endow.
Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner, Mathan Gopalsamy
2019 J jnl
Kaskade: Graph Views for Efficient Graph Analytics.
CoRR
Joana M. F. da Trindade, Konstantinos Karanasos, Carlo Curino, Samuel Madden, Julian Shun
2019 A* conf
Lazo: A Cardinality-Based Method for Coupled Estimation of Jaccard Similarity and Containment.
ICDE
Raul Castro Fernandez, Jisoo Min, Demitri Nava, Samuel Madden
2019 — ch.
Make it happen: the life of Michael Stonebraker.
Making Databases Work
Samuel Madden
2019 — ch.
OLTP through the looking glass, and what we found there.
Making Databases Work
Stavros Harizopoulos, Daniel J. Abadi, Samuel Madden, Michael Stonebraker
2019 — conf
Raha: A Configuration-Free Error Detection System.
SIGMOD Conference
Mohammad Mahdavi, Ziawasch Abedjan, Raul Castro Fernandez, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
2019 — ch.
Research contributions of Mike Stonebraker: an overview.
Making Databases Work
Samuel Madden
2019 J jnl
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks.
CoRR
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
2019 J jnl
SCAR: Strong Consistency using Asynchronous Replication with Minimal Coordination.
CoRR
Yi Lu, Xiangyao Yu, Samuel Madden
2019 J jnl
STAR: Scaling Transactions through Asymmetric Replication.
Proc. VLDB Endow.
Yi Lu, Xiangyao Yu, Samuel Madden
2019 A conf
SageDB: A Learned Database System.
CIDR
Tim Kraska, Mohammad Alizadeh, Alex Beutel, Ed H. Chi, Ani Kristo, Guillaume Leclerc, Samuel Madden, Hongzi Mao, Vikram Nathan
2019 B conf
Scalable Kernel Density Estimation-based Local Outlier Detection over Large Data Streams.
EDBT
Xiao Qin, Lei Cao, Elke A. Rundensteiner, Samuel Madden
2019 J jnl
Smile: A System to Support Machine Learning on EEG Data at Scale.
Proc. VLDB Endow.
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
2019 J jnl
Starling: A Scalable Query Engine on Cloud Function Services.
CoRR
Matthew Perron, Raul Castro Fernandez, David J. DeWitt, Samuel Madden
2019 J jnl
SysML: The New Frontier of Machine Learning Systems.
CoRR
Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Eric S. 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 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 Randall 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
2019 J jnl
Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation.
CoRR
Ji Sun, Dong Deng, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
2019 J jnl
Termite: A System for Tunneling Through Heterogeneous Data.
CoRR
Raul Castro Fernandez, Samuel Madden
2019 — conf
Termite: a system for tunneling through heterogeneous data.
aiDM@SIGMOD
Raul Castro Fernandez, Samuel Madden
2019 — ch.
The end of an architectural era: it's time for a complete rewrite.
Making Databases Work
Michael Stonebraker, Samuel Madden, Daniel J. Abadi, Stavros Harizopoulos, Nabil Hachem, Pat Helland
2019 A* conf
Unsupervised String Transformation Learning for Entity Consolidation.
ICDE
Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
2018 A* conf
Aurum: A Data Discovery System.
ICDE
Raul Castro Fernandez, Ziawasch Abedjan, Famien Koko, Gina Yuan, Samuel Madden, Michael Stonebraker
2018 A* conf
Building Data Civilizer Pipelines with an Advanced Workflow Engine.
ICDE
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
2018 — ch.
Database Languages for Sensor Networks.
Encyclopedia of Database Systems (2nd ed.)
Samuel Madden
2018 — conf
Efficient Top-K Query Processing on Massively Parallel Hardware.
SIGMOD Conference
Anil Shanbhag, Holger Pirk, Samuel Madden
2018 J jnl
Evaluating End-to-End Optimization for Data Analytics Applications in Weld.
Proc. VLDB Endow.
Shoumik Palkar, James Thomas, Deepak Narayanan, Pratiksha Thaker, Rahul Palamuttam, Parimarjan Negi, Anil Shanbhag, Malte Schwarzkopf, Holger Pirk, Saman P. Amarasinghe, Samuel Madden, Matei Zaharia
2018 A* conf
Extracting Syntactical Patterns from Databases.
ICDE
Andrew Ilyas, Joana M. F. da Trindade, Raul Castro Fernandez, Samuel Madden
2018 — ch.
In-Network Query Processing.
Encyclopedia of Database Systems (2nd ed.)
Samuel Madden
2018 — conf
MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis.
SIGMOD Conference
Manasi Vartak, Joana M. F. da Trindade, Samuel Madden, Matei Zaharia
2018 J jnl
MODELDB: Opportunities and Challenges in Managing Machine Learning Models.
IEEE Data Eng. Bull.
Manasi Vartak, Samuel Madden
2018 J jnl
MacroBase: Prioritizing Attention in Fast Data.
ACM Trans. Database Syst.
Firas Abuzaid, Peter Bailis, Jialin Ding, Edward Gan, Samuel Madden, Deepak Narayanan, Kexin Rong, Sahaana Suri
2018 — ch.
Model-Based Querying in Sensor Networks.
Encyclopedia of Database Systems (2nd ed.)
Amol Deshpande, Carlos Guestrin, Samuel Madden
2018 — conf
Optimally Leveraging Density and Locality for Exploratory Browsing and Sampling.
HILDA@SIGMOD
Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran
2018 J jnl
STAR: Scaling Transactions through Asymmetric Replication.
CoRR
Yi Lu, Xiangyao Yu, Samuel Madden
2018 J jnl
SWIFT: Mining Representative Patterns from Large Event Streams.
Proc. VLDB Endow.
Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner
2018 A* conf
Seeping Semantics: Linking Datasets Using Word Embeddings for Data Discovery.
ICDE
Raul Castro Fernandez, Essam Mansour, Abdulhakim Ali Qahtan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
2018 J jnl
Smallify: Learning Network Size while Training.
CoRR
Guillaume Leclerc, Manasi Vartak, Raul Castro Fernandez, Tim Kraska, Samuel Madden
2018 J jnl
Sprintz: Time Series Compression for the Internet of Things.
CoRR
Davis W. Blalock, Samuel Madden, John V. Guttag
2018 J jnl
Sprintz: Time Series Compression for the Internet of Things.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Davis W. Blalock, Samuel Madden, John V. Guttag
2017 — conf
A Demo of the Data Civilizer System.
SIGMOD Conference
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
2017 — conf
A robust partitioning scheme for ad-hoc query workloads.
SoCC
Anil Shanbhag, Alekh Jindal, Samuel Madden, Jorge-Arnulfo Quiané-Ruiz, Aaron J. Elmore
2017 J jnl
AdaptDB: Adaptive Partitioning for Distributed Joins.
Proc. VLDB Endow.
Yi Lu, Anil Shanbhag, Alekh Jindal, Samuel Madden
2017 J jnl
BigDAWG Polystore Release and Demonstration.
CoRR
Kyle O'Brien, Vijay Gadepally, Jennie Duggan, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Zuohao She, Michael Stonebraker
2017 — conf
BigDAWG version 0.1.
HPEC
Vijay Gadepally, Kyle O'Brien, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Jennie Rogers, Zuohao She, Michael Stonebraker
2017 J jnl
Entity Consolidation: The Golden Record Problem.
CoRR
Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
2017 J jnl
Exploring big volume sensor data with Vroom.
Proc. VLDB Endow.
Oscar R. Moll, Aaron Zalewski, Sudeep Pillai, Samuel Madden, Michael Stonebraker, Vijay Gadepally
2017 J jnl
Extracting Syntactic Patterns from Databases.
CoRR
Andrew Ilyas, Joana M. F. da Trindade, Raul Castro Fernandez, Samuel Madden
2017 — conf
Generating Concise Entity Matching Rules.
SIGMOD Conference
Rohit Singh, Venkata Vamsikrishna Meduri, Ahmed K. Elmagarmid, Samuel Madden, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Armando Solar-Lezama, Nan Tang
2017 J jnl
INGESTBASE: A Declarative Data Ingestion System.
CoRR
Alekh Jindal, Jorge-Arnulfo Quiané-Ruiz, Samuel Madden
2017 — conf
MacroBase: Prioritizing Attention in Fast Data.
SIGMOD Conference
Peter Bailis, Edward Gan, Samuel Madden, Deepak Narayanan, Kexin Rong, Sahaana Suri
2017 J jnl
Query Optimization for Dynamic Imputation.
Proc. VLDB Endow.
José Cambronero, John K. Feser, Micah J. Smith, Samuel Madden
2017 J jnl
SILKMOTH: An Efficient Method for Finding Related Sets with Maximum Matching Constraints.
CoRR
Dong Deng, Albert Kim, Samuel Madden, Michael Stonebraker
2017 J jnl
SilkMoth: An Efficient Method for Finding Related Sets with Maximum Matching Constraints.
Proc. VLDB Endow.
Dong Deng, Albert Kim, Samuel Madden, Michael Stonebraker
2017 J jnl
Synthesizing Entity Matching Rules by Examples.
Proc. VLDB Endow.
Rohit Singh, Venkata Vamsikrishna Meduri, Ahmed K. Elmagarmid, Samuel Madden, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Armando Solar-Lezama, Nan Tang
2017 A conf
The Data Civilizer System.
CIDR
Dong Deng, Raul Castro Fernandez, Ziawasch Abedjan, Sibo Wang, Michael Stonebraker, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Nan Tang
2017 J jnl
Version 0.1 of the BigDAWG Polystore System.
CoRR
Vijay Gadepally, Kyle O'Brien, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Jennie Rogers, Zuohao She, Michael Stonebraker
2017 A conf
We Are Boring.
CIDR
Samuel Madden
2017 J jnl
Weld: Rethinking the Interface Between Data-Intensive Applications.
CoRR
Shoumik Palkar, James Thomas, Deepak Narayanan, Anil Shanbhag, Rahul Palamuttam, Holger Pirk, Malte Schwarzkopf, Saman P. Amarasinghe, Samuel Madden, Matei Zaharia
2016 J jnl
Amoeba: A Shape changing Storage System for Big Data.
Proc. VLDB Endow.
Anil Shanbhag, Alekh Jindal, Yi Lu, Samuel Madden
2016 J jnl
Decibel: The Relational Dataset Branching System.
Proc. VLDB Endow.
Michael Maddox, David Goehring, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran, Amol Deshpande
2016 J jnl
MacroBase: Analytic Monitoring for the Internet of Things.
CoRR
Peter Bailis, Deepak Narayanan, Samuel Madden
2016 — conf
ModelDB: a system for machine learning model management.
HILDA@SIGMOD
Manasi Vartak, Harihar Subramanyam, Wei-En Lee, Srinidhi Viswanathan, Saadiyah Husnoo, Samuel Madden, Matei Zaharia
2016 B conf
Refinement Driven Processing of Aggregation Constrained Queries.
EDBT
Manasi Vartak, Venkatesh Raghavan, Elke A. Rundensteiner, Samuel Madden
2016 — ch.
Sensor Network Integration with Streaming Database Systems.
Data Stream Management
Daniel Abadi, Samuel Madden, Wolfgang Lindner
2016 J jnl
Sloth: Being Lazy Is a Virtue (When Issuing Database Queries).
ACM Trans. Database Syst.
Alvin Cheung, Samuel Madden, Armando Solar-Lezama
2016 J jnl
Speedy Browsing and Sampling with NeedleTail.
CoRR
Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran
2016 — ch.
The Aurora and Borealis Stream Processing Engines.
Data Stream Management
Ugur Çetintemel, Daniel J. Abadi, Yanif Ahmad, Hari Balakrishnan, Magdalena Balazinska, Mitch Cherniack, Jeong-Hyon Hwang, Samuel Madden, Anurag Maskey, Alexander Rasin, Esther Ryvkina, Mike Stonebraker, Nesime Tatbul, Ying Xing, Stan Zdonik
2016 J jnl
The Beckman report on database research.
Commun. ACM
Daniel Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom
2016 J jnl
The BigDAWG Architecture.
CoRR
Vijay Gadepally, Jennie Duggan, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Michael Stonebraker
2016 J jnl
The BigDAWG Polystore System and Architecture.
CoRR
Vijay Gadepally, Peinan Chen, Jennie Duggan, Aaron J. Elmore, Brandon Haynes, Jeremy Kepner, Samuel Madden, Tim Mattson, Michael Stonebraker
2016 — conf
The BigDAWG polystore system and architecture.
HPEC
Vijay Gadepally, Peinan Chen, Jennie Duggan, Aaron J. Elmore, Brandon Haynes, Jeremy Kepner, Samuel Madden, Tim Mattson, Michael Stonebraker
2016 J jnl
The TileDB Array Data Storage Manager.
Proc. VLDB Endow.
Stavros Papadopoulos, Kushal Datta, Samuel Madden, Timothy G. Mattson
2016 J jnl
Towards Visualization Recommendation Systems.
SIGMOD Rec.
Manasi Vartak, Silu Huang, Tarique Siddiqui, Samuel Madden, Aditya G. Parameswaran
2016 — conf
Towards large-scale data discovery: position paper.
ExploreDB@SIGMOD/PODS
Raul Castro Fernandez, Ziawasch Abedjan, Samuel Madden, Michael Stonebraker
2015 J jnl
A Demonstration of the BigDAWG Polystore System.
Proc. VLDB Endow.
Aaron J. Elmore, Jennie Duggan, Mike Stonebraker, Magdalena Balazinska, Ugur Çetintemel, Vijay Gadepally, Jeffrey Heer, Bill Howe, Jeremy Kepner, Tim Kraska, Samuel Madden, David Maier, Timothy G. Mattson, Stavros Papadopoulos, Jeff Parkhurst, Nesime Tatbul, Manasi Vartak, Stan Zdonik
2015 — conf
BigDansing: A System for Big Data Cleansing.
SIGMOD Conference
Zuhair Khayyat, Ihab F. Ilyas, Alekh Jindal, Samuel Madden, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Si Yin
2015 A conf
DataHub: Collaborative Data Science & Dataset Version Management at Scale.
CIDR
Anant P. Bhardwaj, Souvik Bhattacherjee, Amit Chavan, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
2015 — conf
Graph analytics using vertica relational database.
IEEE BigData
Alekh Jindal, Samuel Madden, Malú Castellanos, Meichun Hsu
2015 — conf
Interactive data analytics: the new frontier.
SoCC
Samuel Madden
2015 J jnl
Rapid Sampling for Visualizations with Ordering Guarantees.
Proc. VLDB Endow.
Albert Kim, Eric Blais, Aditya G. Parameswaran, Piotr Indyk, Samuel Madden, Ronitt Rubinfeld
2015 J jnl
S-Store: Streaming Meets Transaction Processing.
CoRR
John Meehan, Nesime Tatbul, Stanley B. Zdonik, Cansu Aslantas, Ugur Çetintemel, Jiang Du, Tim Kraska, Samuel Madden, David Maier, Andrew Pavlo, Michael Stonebraker, Kristin Tufte, Hao Wang
2015 J jnl
S-Store: Streaming Meets Transaction Processing.
Proc. VLDB Endow.
John Meehan, Nesime Tatbul, Stan Zdonik, Cansu Aslantas, Ugur Çetintemel, Jiang Du, Tim Kraska, Samuel Madden, David Maier, Andrew Pavlo, Michael Stonebraker, Kristin Tufte, Hao Wang
2015 J jnl
SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics.
Proc. VLDB Endow.
Manasi Vartak, Sajjadur Rahman, Samuel Madden, Aditya G. Parameswaran, Neoklis Polyzotis
2015 — conf
Towards a Unified Query Language for Provenance and Versioning.
TaPP
Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
2015 J jnl
Towards a unified query language for provenance and versioning.
CoRR
Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
2014 J jnl
DataHub: Collaborative Data Science & Dataset Version Management at Scale.
CoRR
Anant P. Bhardwaj, Souvik Bhattacherjee, Amit Chavan, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
2014 — conf
GRAPHiQL: A graph intuitive query language for relational databases.
IEEE BigData
Alekh Jindal, Samuel Madden
2014 — conf
GenBase: a complex analytics genomics benchmark.
SIGMOD Conference
Rebecca Taft, Manasi Vartak, Nadathur Rajagopalan Satish, Narayanan Sundaram, Samuel Madden, Michael Stonebraker
2014 J jnl
Graph Analytics using the Vertica Relational Database.
CoRR
Alekh Jindal, Samuel Madden, Malú Castellanos, Meichun Hsu
2014 — conf
Knowing when you're wrong: building fast and reliable approximate query processing systems.
SIGMOD Conference
Sameer Agarwal, Henry Milner, Ariel Kleiner, Ameet Talwalkar, Michael I. Jordan, Samuel Madden, Barzan Mozafari, Ion Stoica
2014 A* conf
Rethinking main memory OLTP recovery.
ICDE
Nirmesh Malviya, Ariel Weisberg, Samuel Madden, Michael Stonebraker
2014 J jnl
S-Store: A Streaming NewSQL System for Big Velocity Applications.
Proc. VLDB Endow.
Ugur Çetintemel, Jiang Du, Tim Kraska, Samuel Madden, David Maier, John Meehan, Andrew Pavlo, Michael Stonebraker, Erik Sutherland, Nesime Tatbul, Kristin Tufte, Hao Wang, Stanley B. Zdonik
2014 J jnl
SEEDB: Automatically Generating Query Visualizations.
Proc. VLDB Endow.
Manasi Vartak, Samuel Madden, Aditya G. Parameswaran, Neoklis Polyzotis
2014 J jnl
Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning.
Proc. VLDB Endow.
Barzan Mozafari, Purnamrita Sarkar, Michael J. Franklin, Michael I. Jordan, Samuel Madden
2014 — conf
Sloth: being lazy is a virtue (when issuing database queries).
SIGMOD Conference
Alvin Cheung, Samuel Madden, Armando Solar-Lezama
2014 J jnl
The Beckman Report on Database Research.
SIGMOD Rec.
Daniel J. Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom
2014 J jnl
The Case for Data Visualization Management Systems.
Proc. VLDB Endow.
Eugene Wu, Leilani Battle, Samuel Madden
2014 J jnl
Using Program Analysis to Improve Database Applications.
IEEE Data Eng. Bull.
Alvin Cheung, Samuel Madden, Armando Solar-Lezama, Owen Arden, Andrew C. Myers
2014 J jnl
VERTEXICA: Your Relational Friend for Graph Analytics!
Proc. VLDB Endow.
Alekh Jindal, Praynaa Rawlani, Eugene Wu, Samuel Madden, Amol Deshpande, Mike Stonebraker
2013 A conf
BlinkDB: queries with bounded errors and bounded response times on very large data.
EuroSys
Sameer Agarwal, Barzan Mozafari, Aurojit Panda, Henry Milner, Samuel Madden, Ion Stoica
2013 — conf
CARTILAGE: adding flexibility to the Hadoop skeleton.
SIGMOD Conference
Alekh Jindal, Jorge-Arnulfo Quiané-Ruiz, Samuel Madden
2013 — conf
CHIC: a combination-based recommendation system.
SIGMOD Conference
Manasi Vartak, Samuel Madden
2013 A conf
DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud.
CIDR
Barzan Mozafari, Carlo Curino, Samuel Madden
2013 A conf
MDCC: multi-data center consistency.
EuroSys
Tim Kraska, Gene Pang, Michael J. Franklin, Samuel Madden, Alan D. Fekete
2013 — conf
Mobile applications need targeted micro-updates.
APSys
Alvin Cheung, Lenin Ravindranath, Eugene Wu, Samuel Madden, Hari Balakrishnan
2013 A* conf
Optimizing database-backed applications with query synthesis.
PLDI
Alvin Cheung, Armando Solar-Lezama, Samuel Madden
2013 — conf
Performance and resource modeling in highly-concurrent OLTP workloads.
SIGMOD Conference
Barzan Mozafari, Carlo Curino, Alekh Jindal, Samuel Madden
2013 J jnl
Processing Analytical Queries over Encrypted Data.
Proc. VLDB Endow.
Stephen Tu, M. Frans Kaashoek, Samuel Madden, Nickolai Zeldovich
2013 J jnl
Scorpion: Explaining Away Outliers in Aggregate Queries.
Proc. VLDB Endow.
Eugene Wu, Samuel Madden
2013 — conf
Speeding up database applications with Pyxis.
SIGMOD Conference
Alvin Cheung, Owen Arden, Samuel Madden, Andrew C. Myers
2013 A* conf
Speedy transactions in multicore in-memory databases.
SOSP
Stephen Tu, Wenting Zheng, Eddie Kohler, Barbara Liskov, Samuel Madden
2013 A conf
StatusQuo: Making Familiar Abstractions Perform Using Program Analysis.
CIDR
Alvin Cheung, Owen Arden, Samuel Madden, Armando Solar-Lezama, Andrew C. Myers
2013 J jnl
Streaming Similarity Search over one Billion Tweets using Parallel Locality-Sensitive Hashing.
Proc. VLDB Endow.
Narayanan Sundaram, Aizana Turmukhametova, Nadathur Satish, Todd Mostak, Piotr Indyk, Samuel Madden, Pradeep Dubey
2013 A* conf
SubZero: A fine-grained lineage system for scientific databases.
ICDE
Eugene Wu, Samuel Madden, Michael Stonebraker
2013 J jnl
The Design and Implementation of Modern Column-Oriented Database Systems.
Found. Trends Databases
Daniel Abadi, Peter Boncz, Stavros Harizopoulos, Stratos Idreos, Samuel Madden
2012 J jnl
A Demonstration of DBWipes: Clean as You Query.
Proc. VLDB Endow.
Eugene Wu, Samuel Madden, Michael Stonebraker
2012 J jnl
Active Learning for Crowd-Sourced Databases
CoRR
Barzan Mozafari, Purnamrita Sarkar, Michael J. Franklin, Michael I. Jordan, Samuel Madden
2012 J jnl
An overview of HYRISE - a Main Memory Hybrid Storage Engine.
IEEE Data Eng. Bull.
Martin Grund, Philippe Cudré-Mauroux, Jens Krüger, Samuel Madden, Hasso Plattner
2012 J jnl
Automatic Partitioning of Database Applications
CoRR
Alvin Cheung, Owen Arden, Samuel Madden, Andrew C. Myers
2012 J jnl
Automatic Partitioning of Database Applications.
Proc. VLDB Endow.
Alvin Cheung, Owen Arden, Samuel Madden, Andrew C. Myers
2012 J jnl
Blink and It's Done: Interactive Queries on Very Large Data.
Proc. VLDB Endow.
Sameer Agarwal, Aurojit Panda, Barzan Mozafari, Anand P. Iyer, Samuel Madden, Ion Stoica
2012 J jnl
BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data
CoRR
Sameer Agarwal, Aurojit Panda, Barzan Mozafari, Samuel Madden, Ion Stoica
2012 J jnl
Counting with the Crowd.
Proc. VLDB Endow.
Adam Marcus, David R. Karger, Samuel Madden, Rob Miller, Sewoong Oh
2012 A conf
Demo: code in the air - simplifying tasking on smartphones.
MobiSys
Lenin Ravindranath, Tiffany Yu-Han Chen, Somak Das, Raluca Ifrim, Hari Balakrishnan, Samuel Madden
2012 A* conf
Efficient Versioning for Scientific Array Databases.
ICDE
Adam Seering, Philippe Cudré-Mauroux, Samuel Madden, Michael Stonebraker
2012 J jnl
Inferring SQL Queries Using Program Synthesis
CoRR
Alvin Cheung, Armando Solar-Lezama, Samuel Madden
2012 J jnl
MDCC: Multi-Data Center Consistency
CoRR
Tim Kraska, Gene Pang, Michael J. Franklin, Samuel Madden
2012 A conf
Mobius: unified messaging and data serving for mobile apps.
MobiSys
Byung-Gon Chun, Carlo Curino, Russell Sears, Alexander Shraer, Samuel Madden, Raghu Ramakrishnan
2012 J jnl
Sorting it All Out with Humans in the Loop.
Tiny Trans. Comput. Sci.
Adam Marcus, Eugene Wu, David R. Karger, Samuel Madden, Rob Miller
2012 J jnl
Using Program Synthesis for Social Recommendations
CoRR
Alvin Cheung, Armando Solar-Lezama, Samuel Madden
2012 A conf
Using program synthesis for social recommendations.
CIKM
Alvin Cheung, Armando Solar-Lezama, Samuel Madden
2011 J jnl
A Demonstration of HYRISE - A Main Memory Hybrid Storage Engine.
Proc. VLDB Endow.
Martin Grund, Philippe Cudré-Mauroux, Samuel Madden
2011 A conf
A Trigger-Based Middleware Cache for ORMs.
Middleware
Priya Gupta, Nickolai Zeldovich, Samuel Madden
2011 A* conf
A continuous query system for dynamic route planning.
ICDE
Nirmesh Malviya, Samuel Madden, Arnab Bhattacharya
2011 Misc conf
Accurate, Low-Energy Trajectory Mapping for Mobile Devices.
NSDI
Arvind Thiagarajan, Lenin Ravindranath, Hari Balakrishnan, Samuel Madden, Lewis Girod
2011 Misc conf
Automatically generating interesting events with LifeJoin.
SenSys
Alvin Cheung, Arvind Thiagarajan, Samuel Madden
2011 J jnl
CrowdDB: Query Processing with the VLDB Crowd.
Proc. VLDB Endow.
Amber Feng, Michael J. Franklin, Donald Kossmann, Tim Kraska, Samuel Madden, Sukriti Ramesh, Andrew Wang, Reynold Xin
2011 A conf
Crowdsourced Databases: Query Processing with People.
CIDR
Adam Marcus, Eugene Wu, Samuel Madden, Robert C. Miller
2011 — conf
Demonstration of Qurk: a query processor for humanoperators.
SIGMOD Conference
Adam Marcus, Eugene Wu, David R. Karger, Samuel Madden, Robert C. Miller
2011 J jnl
Human-powered Sorts and Joins
CoRR
Adam Marcus, Eugene Wu, David R. Karger, Samuel Madden, Robert C. Miller
2011 J jnl
Human-powered Sorts and Joins.
Proc. VLDB Endow.
Adam Marcus, Eugene Wu, David R. Karger, Samuel Madden, Robert C. Miller
2011 A conf
No bits left behind.
CIDR
Eugene Wu, Carlo Curino, Samuel Madden
2011 — conf
Partial replay of long-running applications.
SIGSOFT FSE
Alvin Cheung, Armando Solar-Lezama, Samuel Madden
2011 A* conf
Partitioning techniques for fine-grained indexing.
ICDE
Eugene Wu, Samuel Madden
2011 J jnl
Processing and visualizing the data in tweets.
SIGMOD Rec.
Adam Marcus, Michael S. Bernstein, Osama Badar, David R. Karger, Samuel Madden, Robert C. Miller
2011 A conf
Relational Cloud: a Database Service for the cloud.
CIDR
Carlo Curino, Evan P. C. Jones, Raluca A. Popa, Nirmesh Malviya, Eugene Wu, Samuel Madden, Hari Balakrishnan, Nickolai Zeldovich
2011 J jnl
Stochastic motion planning and applications to traffic.
Int. J. Robotics Res.
Sejoon Lim, Hari Balakrishnan, David Gifford, Samuel Madden, Daniela Rus
2011 — conf
Tweets as data: demonstration of TweeQL and Twitinfo.
SIGMOD Conference
Adam Marcus, Michael S. Bernstein, Osama Badar, David R. Karger, Samuel Madden, Robert C. Miller
2011 A* conf
Twitinfo: aggregating and visualizing microblogs for event exploration.
CHI
Adam Marcus, Michael S. Bernstein, Osama Badar, David R. Karger, Samuel Madden, Robert C. Miller
2011 — conf
Workload-aware database monitoring and consolidation.
SIGMOD Conference
Carlo Curino, Evan P. C. Jones, Samuel Madden, Hari Balakrishnan
2010 Misc conf
"Extra-sensory perception" for wireless networks.
HotNets
Lenin Ravindranath, Calvin C. Newport, Hari Balakrishnan, Samuel Madden
2010 J jnl
CORADD: Correlation Aware Database Designer for Materialized Views and Indexes.
Proc. VLDB Endow.
Hideaki Kimura, George Huo, Alexander Rasin, Samuel Madden, Stanley B. Zdonik
2010 Misc conf
Code in the air: simplifying sensing on smartphones.
SenSys
Tim Kaler, John Patrick Lynch, Timothy Peng, Lenin Ravindranath, Arvind Thiagarajan, Hari Balakrishnan, Samuel Madden
2010 J jnl
Database Abstractions for Managing Sensor Network Data.
Proc. IEEE
Samuel Madden
2010 A* conf
Database architecture (R)evolution: New hardware vs. new software.
ICDE
Stavros Harizopoulos, Tassos Argyros, Peter A. Boncz, Dan Dietterich, Samuel Madden, Florian M. Waas
2010 J jnl
HYRISE - A Main Memory Hybrid Storage Engine.
Proc. VLDB Endow.
Martin Grund, Jens Krüger, Hasso Plattner, Alexander Zeier, Philippe Cudré-Mauroux, Samuel Madden
2010 — conf
Low overhead concurrency control for partitioned main memory databases.
SIGMOD Conference
Evan P. C. Jones, Daniel J. Abadi, Samuel Madden
2010 J jnl
MapReduce and parallel DBMSs: friends or foes?
Commun. ACM
Michael Stonebraker, Daniel J. Abadi, David J. DeWitt, Samuel Madden, Erik Paulson, Andrew Pavlo, Alexander Rasin
2010 J jnl
Schism: a Workload-Driven Approach to Database Replication and Partitioning.
Proc. VLDB Endow.
Carlo Curino, Yang Zhang, Evan P. C. Jones, Samuel Madden
2010 A* conf
Sync kit: a persistent client-side database caching toolkit for data intensive websites.
WWW
Edward Benson, Adam Marcus, David R. Karger, Samuel Madden
2010 A* conf
TrajStore: An adaptive storage system for very large trajectory data sets.
ICDE
Philippe Cudré-Mauroux, Eugene Wu, Samuel Madden
2010 A* conf
Transactional Consistency and Automatic Management in an Application Data Cache.
OSDI
Dan R. K. Ports, Austin T. Clements, Irene Zhang, Samuel Madden, Barbara Liskov
2010 J jnl
UPI: A Primary Index for Uncertain Databases.
Proc. VLDB Endow.
Hideaki Kimura, Samuel Madden, Stanley B. Zdonik
2009 J jnl
A Demonstration of SciDB: A Science-Oriented DBMS.
Proc. VLDB Endow.
Philippe Cudré-Mauroux, Hideaki Kimura, Kian-Tat Lim, Jennie Rogers, Roman Simakov, Emad Soroush, Pavel E. Velikhov, Daniel L. Wang, Magdalena Balazinska, Jacek Becla, David J. DeWitt, Bobbi Heath, David Maier, Samuel Madden, Jignesh M. Patel, Michael Stonebraker, Stanley B. Zdonik
2009 — conf
A comparison of approaches to large-scale data analysis.
SIGMOD Conference
Andrew Pavlo, Erik Paulson, Alexander Rasin, Daniel J. Abadi, David J. DeWitt, Samuel Madden, Michael Stonebraker
2009 — ch.
Analyzing Data Streams in Scientific Applications.
Scientific Data Management
Tore Risch, Samuel Madden, Hari Balakrishnan, Lewis Girod, Ryan Newton, Milena Ivanova, Erik Zeitler, Johannes Gehrke, Biswanath Panda, Mirek Riedewald
2009 J jnl
Correlation Maps: A Compressed Access Method for Exploiting Soft Functional Dependencies.
Proc. VLDB Endow.
Hideaki Kimura, George Huo, Alexander Rasin, Samuel Madden, Stanley B. Zdonik
2009 — ch.
Database Languages for Sensor Networks.
Encyclopedia of Database Systems
Samuel Madden
2009 J jnl
Demonstration of the TrajStore System.
Proc. VLDB Endow.
Eugene Wu, Philippe Cudré-Mauroux, Samuel Madden
2009 J jnl
How Best to Build Web-Scale Data Managers? A Panel Discussion.
Proc. VLDB Endow.
Daniel J. Abadi, Michael J. Cafarella, Joseph M. Hellerstein, Donald Kossmann, Samuel Madden, Philip A. Bernstein
2009 — ch.
In-Network Query Processing.
Encyclopedia of Database Systems
Samuel Madden
2009 — ch.
Model-based Querying in Sensor Networks.
Encyclopedia of Database Systems
Amol Deshpande, Carlos Guestrin, Samuel Madden
2009 J jnl
SW-Store: a vertically partitioned DBMS for Semantic Web data management.
VLDB J.
Daniel J. Abadi, Adam Marcus, Samuel Madden, Kate Hollenbach
2009 J jnl
The Case for RodentStore, an Adaptive, Declarative Storage System
CoRR
Philippe Cudré-Mauroux, Eugene Wu, Samuel Madden
2009 A conf
The Case for RodentStore: An Adaptive, Declarative Storage System.
CIDR
Philippe Cudré-Mauroux, Eugene Wu, Samuel Madden
2009 J jnl
The Claremont report on database research.
Commun. ACM
Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum
2009 — conf
Top-
SIGMOD Conference
Tingjian Ge, Stanley B. Zdonik, Samuel Madden
2009 Misc conf
VTrack: accurate, energy-aware road traffic delay estimation using mobile phones.
SenSys
Arvind Thiagarajan, Lenin Ravindranath, Katrina LaCurts, Samuel Madden, Hari Balakrishnan, Sivan Toledo, Jakob Eriksson
2009 Misc conf
Wishbone: Profile-based Partitioning for Sensornet Applications.
NSDI
Ryan Newton, Sivan Toledo, Lewis Girod, Hari Balakrishnan, Samuel Madden
2009 — conf
ZStream: a cost-based query processor for adaptively detecting composite events.
SIGMOD Conference
Yuan Mei, Samuel Madden
2008 A* conf
Cabernet: vehicular content delivery using WiFi.
MobiCom
Jakob Eriksson, Hari Balakrishnan, Samuel Madden
2008 — conf
Column-stores vs. row-stores: how different are they really?
SIGMOD Conference
Daniel J. Abadi, Samuel Madden, Nabil Hachem
2008 A* conf
Declarative, Domain-Specific Languages - Elegant Simplicity or a Hammer in Search of a Nail?
ICDE
Samuel Madden, Johannes Gehrke
2008 B conf
Design and evaluation of a compiler for embedded stream programs.
LCTES
Ryan Newton, Lewis Girod, Michael B. Craig, Samuel Madden, J. Gregory Morrisett
2008 J jnl
Fault-tolerance in the borealis distributed stream processing system.
ACM Trans. Database Syst.
Magdalena Balazinska, Hari Balakrishnan, Samuel Madden, Michael Stonebraker
2008 J jnl
H-store: a high-performance, distributed main memory transaction processing system.
Proc. VLDB Endow.
Robert Kallman, Hideaki Kimura, Jonathan Natkins, Andrew Pavlo, Alex Rasin, Stanley B. Zdonik, Evan P. C. Jones, Samuel Madden, Michael Stonebraker, Yang Zhang, John Hugg, Daniel J. Abadi
2008 J jnl
Mesh Networking Research and Technology for Multihop Wireless Networks.
IEEE Internet Comput.
Samuel Madden, Philip Alexander Levis
2008 — conf
OLTP through the looking glass, and what we found there.
SIGMOD Conference
Stavros Harizopoulos, Daniel J. Abadi, Samuel Madden, Michael Stonebraker
2008 Misc conf
PCP: the personal commute portal.
SenSys
Hari Balakrishnan, Nikolaus Correll, Jakob Eriksson, Sejoon Lim, Samuel Madden, Daniela Rus
2008 J jnl
Performance profiling with EndoScope, an acquisitional software monitoring framework.
Proc. VLDB Endow.
Alvin Cheung, Samuel Madden
2008 — conf
Querying continuous functions in a database system.
SIGMOD Conference
Arvind Thiagarajan, Samuel Madden
2008 C conf
Stochastic Motion Planning and Applications to Traffic.
WAFR
Sejoon Lim, Hari Balakrishnan, David Gifford, Samuel Madden, Daniela Rus
2008 J jnl
The Claremont report on database research.
SIGMOD Rec.
Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum
2008 J jnl
The emergence of a networking primitive in wireless sensor networks.
Commun. ACM
Philip Alexander Levis, Eric A. Brewer, David E. Culler, David Gay, Samuel Madden, Neil Patel, Joseph Polastre, Scott Shenker, Robert Szewczyk, Alec Woo
2008 A conf
The pothole patrol: using a mobile sensor network for road surface monitoring.
MobiSys
Jakob Eriksson, Lewis Girod, Bret Hull, Ryan Newton, Samuel Madden, Hari Balakrishnan
2008 — conf
VoxNet: An Interactive, Rapidly-Deployable Acoustic Monitoring Platform.
IPSN
Michael Allen, Lewis Girod, Ryan Newton, Samuel Madden, Daniel T. Blumstein, Deborah Estrin
2008 A* conf
XStream: a Signal-Oriented Data Stream Management System.
ICDE
Lewis Girod, Yuan Mei, Ryan Newton, Stanislav Rost, Arvind Thiagarajan, Hari Balakrishnan, Samuel Madden
2007 B ed.
Distributed Computing in Sensor Systems, Third IEEE International Conference, DCOSS 2007, Santa Fe, NM, USA, June 18-20, 2007, Proceedings
DCOSS
James Aspnes, Christian Scheideler, Anish Arora, Samuel Madden
2007 A* conf
ICEDB: Intermittently-Connected Continuous Query Processing.
ICDE
Yang Zhang, Bret Hull, Hari Balakrishnan, Samuel Madden
2007 A* conf
Information Survival Threshold in Sensor and P2P Networks.
INFOCOM
Deepayan Chakrabarti, Jure Leskovec, Christos Faloutsos, Samuel Madden, Carlos Guestrin, Michalis Faloutsos
2007 A* conf
Materialization Strategies in a Column-Oriented DBMS.
ICDE
Daniel J. Abadi, Daniel S. Myers, David J. DeWitt, Samuel Madden
2007 J jnl
Mobiscopes for Human Spaces.
IEEE Pervasive Comput.
Tarek F. Abdelzaher, Yaw Anokwa, Péter Boda, Jeff Burke, Deborah Estrin, Leonidas J. Guibas, Aman Kansal, Samuel Madden, Jim Reich
2007 — conf
PIPENETa wireless sensor network for pipeline monitoring.
IPSN
Ivan Stoianov, Lama Nachman, Samuel Madden, Timur Tokmouline
2007 J jnl
Report on the Fourth International Workshop on Data Management for Sensor Networks (DMSN 2007).
SIGMOD Rec.
Magdalena Balazinska, Amol Deshpande, Alexandros Labrinidis, Qiong Luo, Samuel Madden, Jun Yang
2007 A* conf
Scalable Semantic Web Data Management Using Vertical Partitioning.
VLDB
Daniel J. Abadi, Adam Marcus, Samuel Madden, Katherine J. Hollenbach
2007 A* conf
Scoop: An Adaptive Indexing Scheme for Stored Data in Sensor Networks.
ICDE
Thomer M. Gil, Samuel Madden
2007 A conf
The Case for a Signal-Oriented Data Stream Management System.
CIDR
Lewis Girod, Yuan Mei, Ryan Newton, Stanislav Rost, Arvind Thiagarajan, Hari Balakrishnan, Samuel Madden
2007 A* conf
The End of an Architectural Era (It's Time for a Complete Rewrite).
VLDB
Michael Stonebraker, Samuel Madden, Daniel J. Abadi, Stavros Harizopoulos, Nabil Hachem, Pat Helland
2007 J jnl
Thinking Big About Tiny Databases.
IEEE Data Eng. Bull.
Michael J. Franklin, Joseph M. Hellerstein, Samuel Madden
2007 A* conf
Tolerating byzantine faults in transaction processing systems using commit barrier scheduling.
SOSP
Ben Vandiver, Hari Balakrishnan, Barbara Liskov, Samuel Madden
2006 B conf
A Measurement-Based Analysis of the Interaction Between Network Layers in TinyOS.
EWSN
Umberto Malesci, Samuel Madden
2006 A* conf
A measurement study of vehicular internet access using in situ Wi-Fi networks.
MobiCom
Vladimir Bychkovsky, Bret Hull, Allen Miu, Hari Balakrishnan, Samuel Madden
2006 A* conf
An Integrated Approach to Recovery and High Availability in an Updatable, Distributed Data Warehouse.
VLDB
Edmond Lau, Samuel Madden
2006 A conf
An energy-efficient querying framework in sensor networks for detecting node similarities.
MSWiM
Daniela Tulone, Samuel Madden
2006 Misc conf
CarTel: a distributed mobile sensor computing system.
SenSys
Bret Hull, Vladimir Bychkovsky, Yang Zhang, Kevin Chen, Michel Goraczko, Allen Miu, Eugene Shih, Hari Balakrishnan, Samuel Madden
2006 B conf
Data Management in Sensor Networks.
EWSN
Samuel Madden
2006 — conf
Data management in the CarTel mobile sensor computing system.
SIGMOD Conference
Vladimir Bychkovsky, Kevin Chen, Michel Goraczko, Hongyi Hu, Bret Hull, Allen Miu, Eugene Shih, Yang Zhang, Hari Balakrishnan, Samuel Madden
2006 J jnl
Guest Editors' Introduction: Distributed Data Mining--Framework and Implementations.
IEEE Internet Comput.
Anup Kumar, Mehmed M. Kantardzic, Samuel Madden
2006 J jnl
Impact of double-blind reviewing on SIGMOD publication rates.
SIGMOD Rec.
Samuel Madden, David J. DeWitt
2006 — conf
Integrating compression and execution in column-oriented database systems.
SIGMOD Conference
Daniel J. Abadi, Samuel Madden, Miguel Ferreira
2006 — conf
MauveDB: supporting model-based user views in database systems.
SIGMOD Conference
Amol Deshpande, Samuel Madden
2006 B conf
PAQ: Time Series Forecasting for Approximate Query Answering in Sensor Networks.
EWSN
Daniela Tulone, Samuel Madden
2006 A* conf
Performance Tradeoffs in Read-Optimized Databases.
VLDB
Stavros Harizopoulos, Velen Liang, Daniel J. Abadi, Samuel Madden
2006 — ed.
Proceedings of the 3rd Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2006, Seoul, Korea, September 11, 2006
DMSN
Alexandros Labrinidis, Samuel Madden
2006 Misc conf
The CarTel mobile sensor computing system.
SenSys
Vladimir Bychkovsky, Kevin Chen, Michel Goraczko, Hongyi Hu, Bret Hull, Allen Miu, Eugene Shih, Yang Zhang, Hari Balakrishnan, Samuel Madden
2006 Misc conf
WaveScope: a signal-oriented data stream management system.
SenSys
Lewis Girod, Kyle Jamieson, Yuan Mei, Ryan Newton, Stanislav Rost, Arvind Thiagarajan, Hari Balakrishnan, Samuel Madden
2005 A* conf
C-Store: A Column-oriented DBMS.
VLDB
Michael Stonebraker, Daniel J. Abadi, Adam Batkin, Xuedong Chen, Mitch Cherniack, Miguel Ferreira, Edmond Lau, Amerson Lin, Samuel Madden, Elizabeth J. O'Neil, Patrick E. O'Neil, Alex Rasin, Nga Tran, Stanley B. Zdonik
2005 A* conf
Exploiting Correlated Attributes in Acquisitional Query Processing.
ICDE
Amol Deshpande, Carlos Guestrin, Wei Hong, Samuel Madden
2005 — conf
Fault-tolerance in the Borealis distributed stream processing system.
SIGMOD Conference
Magdalena Balazinska, Hari Balakrishnan, Samuel Madden, Michael Stonebraker
2005 J jnl
Model-based approximate querying in sensor networks.
VLDB J.
Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong
2005 — ed.
Proceedings of the 2nd Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2005, Trondheim, Norway, August 30, 2005
DMSN
Alexandros Labrinidis, Samuel Madden
2005 A* conf
REED: Robust, Efficient Filtering and Event Detection in Sensor Networks.
VLDB
Daniel J. Abadi, Samuel Madden, Wolfgang Lindner
2005 J jnl
Resource-Aware Wireless Sensor-Actuator Networks.
IEEE Data Eng. Bull.
Amol Deshpande, Carlos Guestrin, Samuel Madden
2005 B conf
TASK: sensor network in a box.
EWSN
Philip Buonadonna, David Gay, Joseph M. Hellerstein, Wei Hong, Samuel Madden
2005 J jnl
TinyDB: an acquisitional query processing system for sensor networks.
ACM Trans. Database Syst.
Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong
2005 — ch.
TinyOS: An Operating System for Sensor Networks.
Ambient Intelligence
Philip Alexander Levis, Samuel Madden, Joseph Polastre, Robert Szewczyk, Kamin Whitehouse, Alec Woo, David Gay, Jason L. Hill, Matt Welsh, Eric A. Brewer, David E. Culler
2005 A conf
Using Probabilistic Models for Data Management in Acquisitional Environments.
CIDR
Amol Deshpande, Carlos Guestrin, Samuel Madden
2004 A* conf
An Integration Framework for Sensor Networks and Data Stream Management Systems.
VLDB
Daniel J. Abadi, Wolfgang Lindner, Samuel Madden, Jörg Schuler
2004 — conf
Data Management Issues in Disconnected Sensor Networks.
GI Jahrestagung (2)
Wolfgang Lindner, Samuel Madden
2004 — conf
Distributed regression: an efficient framework for modeling sensor network data.
IPSN
Carlos Guestrin, Peter Bodík, Romain Thibaux, Mark A. Paskin, Samuel Madden
2004 A* conf
Implementation and Research Issues in Query Processing for Wireless Sensor Networks .
ICDE
Wei Hong, Samuel Madden
2004 A* conf
Model-Driven Data Acquisition in Sensor Networks.
VLDB
Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong
2004 J jnl
Networking support for query processing in sensor networks.
Commun. ACM
Alec Woo, Samuel Madden, Ramesh Govindan
2004 — ed.
Proceedings of the 1st Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2004, Toronto, Canada, August 30, 2004
DMSN
Alexandros Labrinidis, Samuel Madden
2004 J jnl
Query Processing in Sensor Networks.
IEEE Pervasive Comput.
Johannes Gehrke, Samuel Madden
2004 J jnl
Report from the First Workshop on Geo Sensor Networks.
SIGMOD Rec.
Silvia Nittel, Anthony Stefanidis, Isabel F. Cruz, Max J. Egenhofer, Dina Q. Goldin, A. Howard, Alexandros Labrinidis, Samuel Madden, Agnès Voisard, Michael F. Worboys
2004 Misc conf
The Emergence of Networking Abstractions and Techniques in TinyOS.
NSDI
Philip Alexander Levis, Samuel Madden, David Gay, Joseph Polastre, Robert Szewczyk, Alec Woo, Eric A. Brewer, David E. Culler
2003 — conf
Beyond Average: Toward Sophisticated Sensing with Queries.
IPSN
Joseph M. Hellerstein, Wei Hong, Samuel Madden, Kyle Stanek
2003 J jnl
TelegraphCQ: An Architectural Status Report.
IEEE Data Eng. Bull.
Sailesh Krishnamurthy, Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Samuel Madden, Frederick Reiss, Mehul A. Shah
2003 A conf
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World.
CIDR
Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Vijayshankar Raman, Frederick Reiss, Mehul A. Shah
2003 — conf
TelegraphCQ: Continuous Dataflow Processing.
SIGMOD Conference
Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Frederick Reiss, Mehul A. Shah
2003 — conf
The Design of an Acquisitional Query Processor For Sensor Networks.
SIGMOD Conference
Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong
2003 J jnl
The sensor spectrum: technology, trends, and requirements.
SIGMOD Rec.
Joseph M. Hellerstein, Wei Hong, Samuel Madden
2002 — conf
Continuously adaptive continuous queries over streams.
SIGMOD Conference
Samuel Madden, Mehul A. Shah, Joseph M. Hellerstein, Vijayshankar Raman
2002 — conf
Distributing queries over low-power wireless sensor networks.
SIGMOD Conference
Samuel Madden, Joseph M. Hellerstein
2002 A* conf
Fjording the Stream: An Architecture for Queries Over Streaming Sensor Data.
ICDE
Samuel Madden, Michael J. Franklin
2002 — conf
Supporting Aggregate Queries Over Ad-Hoc Wireless Sensor Networks.
WMCSA
Samuel Madden, Robert Szewczyk, Michael J. Franklin, David E. Culler
2002 A* conf
TAG: A Tiny AGgregation Service for Ad-Hoc Sensor Networks.
OSDI
Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong
2001 J jnl
Java Support for Data-Intensive Systems: Experiences Building the Telegraph Dataflow System.
SIGMOD Rec.
Mehul A. Shah, Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein
2001 J jnl
TOADS: A Two-Dimensional Open-Ended Architectural Database System.
Presence Teleoperators Virtual Environ.
Samuel Madden, Thomas E. von Wiegand
2000 J jnl
Adaptive Query Processing: Technology in Evolution.
IEEE Data Eng. Bull.
Joseph M. Hellerstein, Michael J. Franklin, Sirish Chandrasekaran, Amol Deshpande, Kris Hildrum, Samuel Madden, Vijayshankar Raman, Mehul A. Shah