Samuel Madden
Orcid: 0000-0002-7470-3265Affiliations:
- MIT, CSAIL, Cambridge, USA
- University of California at Berkeley, CA, USA (former)
According to our database1,
Samuel Madden
authored at least 332 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2020, "For contributions to data management and sensor computing systems".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on scopus.com
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on viaf.org
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on orcid.org
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Proc. VLDB Endow., February, 2024
Proc. ACM Manag. Data, February, 2024
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD - Extended Version.
CoRR, 2024
Proceedings of the 14th Conference on Innovative Data Systems Research, 2024
Proceedings of the Seventh International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2024
2023
Proc. ACM Manag. Data, December, 2023
Proc. ACM Manag. Data, December, 2023
Proc. VLDB Endow., 2023
Proc. VLDB Endow., 2023
Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes.
Proc. VLDB Endow., 2023
Proc. VLDB Endow., 2023
Proc. ACM Manag. Data, 2023
Proc. ACM Manag. Data, 2023
DARQ Matter Binds Everything: Performant and Composable Cloud Programming via Resilient Steps.
Proc. ACM Manag. Data, 2023
CoRR, 2023
RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training.
CoRR, 2023
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation.
CoRR, 2023
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023
Proceedings of the 13th Conference on Innovative Data Systems Research, 2023
2022
Proc. VLDB Endow., 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2022
Proceedings of the International Conference on Management of Data, 2022
Proceedings of the 12th Conference on Innovative Data Systems Research, 2022
2021
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation.
Proc. VLDB Endow., 2021
Proc. VLDB Endow., 2021
Proc. VLDB Endow., 2021
CoRR, 2021
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
Proceedings of the Onward! 2021: Proceedings of the 2021 ACM SIGPLAN International Symposium on New Ideas, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
2020
CoRR, 2020
Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language Data.
CoRR, 2020
A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics (Extended Version).
CoRR, 2020
Proceedings of the 2020 International Conference on Management of Data, 2020
A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics.
Proceedings of the 2020 International Conference on Management of Data, 2020
Proceedings of the 2020 International Conference on Management of Data, 2020
Proceedings of the 2020 International Conference on Management of Data, 2020
Proceedings of the 2020 International Conference on Management of Data, 2020
Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Large-scale in-memory analytics on Intel<sup>®</sup> Optane<sup>™</sup> DC persistent memory.
Proceedings of the 16th International Workshop on Data Management on New Hardware, 2020
Proceedings of the 10th Conference on Innovative Data Systems Research, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Proc. VLDB Endow., 2019
Proc. VLDB Endow., 2019
CoRR, 2019
Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation.
CoRR, 2019
CoRR, 2019
Proceedings of the 2019 International Conference on Management of Data, 2019
Proceedings of the Second International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2019
Lazo: A Cardinality-Based Method for Coupled Estimation of Jaccard Similarity and Containment.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Proceedings of the Workshop on Hot Topics in Operating Systems, 2019
Scalable Kernel Density Estimation-based Local Outlier Detection over Large Data Streams.
Proceedings of the Advances in Database Technology, 2019
Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019
Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019
Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019
Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019
Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019
Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019
2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proc. VLDB Endow., 2018
Proc. VLDB Endow., 2018
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018
IEEE Data Eng. Bull., 2018
Unthule: An Incremental Graph Construction Process for Robust Road Map Extraction from Aerial Images.
CoRR, 2018
Proceedings of the 2018 International Conference on Management of Data, 2018
Proceedings of the 2018 International Conference on Management of Data, 2018
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
SilkMoth: An Efficient Method for Finding Related Sets with Maximum Matching Constraints.
Proc. VLDB Endow., 2017
Proceedings of the 2017 ACM International Conference on Management of Data, 2017
Proceedings of the 2017 ACM International Conference on Management of Data, 2017
Proceedings of the 2017 ACM International Conference on Management of Data, 2017
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017
Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017
Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017
2016
ACM Trans. Database Syst., 2016
Proc. VLDB Endow., 2016
Proceedings of the Data Management on New Hardware, 2016
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2016
What Makes a Good Physical plan?: Experiencing Hardware-Conscious Query Optimization with Candomblé.
Proceedings of the 2016 International Conference on Management of Data, 2016
Proceedings of the Third International Workshop on Exploratory Search in Databases and the Web, 2016
Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016
Proceedings of the 19th International Conference on Extending Database Technology, 2016
Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016
Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016
2015
SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics.
Proc. VLDB Endow., 2015
Proceedings of the 7th USENIX Workshop on the Theory and Practice of Provenance, 2015
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
By their fruits shall ye know them: A Data Analyst's Perspective on Massively Parallel System Design.
Proceedings of the 11th International Workshop on Data Management on New Hardware, 2015
Proceedings of the Sixth ACM Symposium on Cloud Computing, 2015
Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
2014
Proc. VLDB Endow., 2014
Proc. VLDB Endow., 2014
Proceedings of the International Conference on Management of Data, 2014
Knowing when you're wrong: building fast and reliable approximate query processing systems.
Proceedings of the International Conference on Management of Data, 2014
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014
Attendee-Sourcing: Exploring The Design Space of Community-Informed Conference Scheduling.
Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
2013
SIGMOD Rec., 2013
Streaming Similarity Search over one Billion Tweets using Parallel Locality-Sensitive Hashing.
Proc. VLDB Endow., 2013
Found. Trends Databases, 2013
Proceedings of the ACM SIGOPS 24th Symposium on Operating Systems Principles, 2013
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2013
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
Proceedings of the Eighth Eurosys Conference 2013, 2013
Proceedings of the Eighth Eurosys Conference 2013, 2013
Proceedings of the First VLDB Workshop on Databases and Crowdsourcing, 2013
DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud.
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013
Proceedings of the Asia-Pacific Workshop on Systems, 2013
2012
IEEE Data Eng. Bull., 2012
CoRR, 2012
Proceedings of the 2012 Workshop on Mobile Computing Systems and Applications, 2012
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012
Proceedings of the 10th International Conference on Mobile Systems, 2012
Proceedings of the 10th International Conference on Mobile Systems, 2012
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
Proceedings of the CSCW '12 Computer Supported Cooperative Work, Seattle, WA, USA, February 11-15, 2012, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
Proc. VLDB Endow., 2011
Proceedings of the SIGSOFT/FSE'11 19th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-19) and ESEC'11: 13th European Software Engineering Conference (ESEC-13), 2011
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011
Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation, 2011
Proceedings of the 27th International Conference on Data Engineering, 2011
Proceedings of the 27th International Conference on Data Engineering, 2011
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011
Proceedings of the International Conference on Human Factors in Computing Systems, 2011
2010
Proc. VLDB Endow., 2010
Proc. VLDB Endow., 2010
Sync kit: a persistent client-side database caching toolkit for data intensive websites.
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010
Proceedings of the 8th International Conference on Embedded Networked Sensor Systems, 2010
Proceedings of the 9th USENIX Symposium on Operating Systems Design and Implementation, 2010
Osprey: Implementing MapReduce-style fault tolerance in a shared-nothing distributed database.
Proceedings of the 26th International Conference on Data Engineering, 2010
Proceedings of the 26th International Conference on Data Engineering, 2010
Proceedings of the 26th International Conference on Data Engineering, 2010
Proceedings of the 9th ACM Workshop on Hot Topics in Networks. HotNets 2010, Monterey, CA, USA - October 20, 2010
2009
Proceedings of the Encyclopedia of Database Systems, 2009
Proceedings of the Encyclopedia of Database Systems, 2009
Proceedings of the Encyclopedia of Database Systems, 2009
VLDB J., 2009
Correlation Maps: A Compressed Access Method for Exploiting Soft Functional Dependencies.
Proc. VLDB Endow., 2009
Proc. VLDB Endow., 2009
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009
Proceedings of the 6th USENIX Symposium on Networked Systems Design and Implementation, 2009
Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009
Proceedings of the Scientific Data Management - Challenges, Technology, and Deployment., 2009
2008
ACM Trans. Database Syst., 2008
Proc. VLDB Endow., 2008
Performance profiling with EndoScope, an acquisitional software monitoring framework.
Proc. VLDB Endow., 2008
IEEE Internet Comput., 2008
Commun. ACM, 2008
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008
Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, 2008
Proceedings of the 6th International Conference on Mobile Systems, 2008
Proceedings of the 14th Annual International Conference on Mobile Computing and Networking, 2008
Proceedings of the 2008 ACM SIGPLAN/SIGBED Conference on Languages, 2008
Proceedings of the 7th International Conference on Information Processing in Sensor Networks, 2008
Declarative, Domain-Specific Languages - Elegant Simplicity or a Hammer in Search of a Nail?
Proceedings of the 24th International Conference on Data Engineering, 2008
Proceedings of the 24th International Conference on Data Engineering, 2008
2007
Report on the Fourth International Workshop on Data Management for Sensor Networks (DMSN 2007).
SIGMOD Rec., 2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Tolerating byzantine faults in transaction processing systems using commit barrier scheduling.
Proceedings of the 21st ACM Symposium on Operating Systems Principles 2007, 2007
Proceedings of the 6th International Conference on Information Processing in Sensor Networks, 2007
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007
2006
IEEE Internet Comput., 2006
An Integrated Approach to Recovery and High Availability in an Updatable, Distributed Data Warehouse.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006
Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, 2006
Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, 2006
Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, 2006
An energy-efficient querying framework in sensor networks for detecting node similarities.
Proceedings of the 9th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2006
Proceedings of the 12th Annual International Conference on Mobile Computing and Networking, 2006
Proceedings of the Wireless Sensor Networks, Third European Workshop, 2006
Proceedings of the Wireless Sensor Networks, Third European Workshop, 2006
Proceedings of the Wireless Sensor Networks, Third European Workshop, 2006
2005
ACM Trans. Database Syst., 2005
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005
Proceedings of the 21st International Conference on Data Engineering, 2005
Proceedings of the Wireless Sensor Networks, Second European Workshop, 2005
Proceedings of the Second Biennial Conference on Innovative Data Systems Research, 2005
Proceedings of the Ambient Intelligence, 2005
2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004
Proceedings of the 1st Symposium on Networked Systems Design and Implementation (NSDI 2004), 2004
Proceedings of the Third International Symposium on Information Processing in Sensor Networks, 2004
Implementation and Research Issues in Query Processing for Wireless Sensor Networks .
Proceedings of the 20th International Conference on Data Engineering, 2004
Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004
2003
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003
Proceedings of the Information Processing in Sensor Networks, 2003
Proceedings of the First Biennial Conference on Innovative Data Systems Research, 2003
2002
Proceedings of the 4th IEEE Workshop on Mobile Computing Systems and Applications (WMCSA 2002), 2002
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002
Proceedings of the 5th Symposium on Operating System Design and Implementation (OSDI 2002), 2002
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002
2001
Java Support for Data-Intensive Systems: Experiences Building the Telegraph Dataflow System.
SIGMOD Rec., 2001
Presence Teleoperators Virtual Environ., 2001
2000