Samuel Madden

Orcid: 0000-0002-7470-3265

Affiliations:
  • MIT, CSAIL, Cambridge, USA
  • University of California at Berkeley, CA, USA (former)


According to our database1, Samuel Madden authored at least 326 papers between 2000 and 2024.

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 
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Links

Online presence:

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Bibliography

2024
MetaStore: Analyzing Deep Learning Meta-Data at Scale.
Proc. VLDB Endow., February, 2024

Kairos: Efficient Temporal Graph Analytics on a Single Machine.
CoRR, 2024

Serverless State Management Systems.
Proceedings of the 14th Conference on Innovative Data Systems Research, 2024

2023
Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools.
Proc. ACM Manag. Data, December, 2023

SeeSaw: Interactive Ad-hoc Search Over Image Databases.
Proc. ACM Manag. Data, December, 2023

Pando: Enhanced Data Skipping with Logical Data Partitioning.
Proc. VLDB Endow., 2023

Robust Query Driven Cardinality Estimation under Changing Workloads.
Proc. VLDB Endow., 2023

Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes.
Proc. VLDB Endow., 2023

Extract-Transform-Load for Video Streams.
Proc. VLDB Endow., 2023

Lingua Manga: A Generic Large Language Model Centric System for Data Curation.
Proc. VLDB Endow., 2023

FactorJoin: A New Cardinality Estimation Framework for Join Queries.
Proc. ACM Manag. Data, 2023

Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning.
Proc. ACM Manag. Data, 2023

AutoOD: Automatic Outlier Detection.
Proc. ACM Manag. Data, 2023

DARQ Matter Binds Everything: Performant and Composable Cloud Programming via Resilient Steps.
Proc. ACM Manag. Data, 2023

SEED: Simple, Efficient, and Effective Data Management via Large Language Models.
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

RITA: Group Attention is All You Need for Timeseries Analytics.
CoRR, 2023

Interpretable Outlier Summarization.
CoRR, 2023

Future of Database System Architectures.
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes.
Proceedings of the 13th Conference on Innovative Data Systems Research, 2023

2022
A Demonstration of AutoOD: A Self-tuning Anomaly Detection System.
Proc. VLDB Endow., 2022

SeeSaw: interactive ad-hoc search over image databases.
CoRR, 2022

Tile-based Lightweight Integer Compression in GPU.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

OTIF: Efficient Tracker Pre-processing over Large Video Datasets.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

ExSample: Efficient Searches on Video Repositories through Adaptive Sampling.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Ad-hoc Searches on Image Databases.
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2022

Performant Almost-Latch-Free Data Structures Using Epoch Protection.
Proceedings of the International Conference on Management of Data, 2022

Self-Organizing Data Containers.
Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

2021
LANCET: Labeling Complex Data at Scale.
Proc. VLDB Endow., 2021

RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation.
Proc. VLDB Endow., 2021

Replicated Layout for In-Memory Database Systems.
Proc. VLDB Endow., 2021

Epoch-based Commit and Replication in Distributed OLTP Databases.
Proc. VLDB Endow., 2021

ATLANTIC: Making Database Differentially Private and Faster with Accuracy Guarantee.
Proc. VLDB Endow., 2021

SkyQuery: An Aerial Drone Video Sensing Platform.
CoRR, 2021

MultiScope: Efficient Video Pre-processing for Exploratory Video Analytics.
CoRR, 2021

TagMe: GPS-Assisted Automatic Object Annotation in Videos.
CoRR, 2021

Inferring and improving street maps with data-driven automation.
Commun. ACM, 2021

Asynchronous Prefix Recoverability for Fast Distributed Stores.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

SkyQuery: an aerial drone video sensing platform.
Proceedings of the Onward! 2021: Proceedings of the 2021 ACM SIGPLAN International Symposium on New Ideas, 2021

Self-Supervised Multi-Object Tracking with Cross-input Consistency.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

ELITE: Robust Deep Anomaly Detection with Meta Gradient.
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

Beyond Road Extraction: A Dataset for Map Update using Aerial Images.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Updating Street Maps using Changes Detected in Satellite Imagery.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020
Smartphone Placement Within Vehicles.
IEEE Trans. Intell. Transp. Syst., 2020

Debugging Large-Scale Data Science Pipelines using Dagger.
Proc. VLDB Endow., 2020

Aria: A Fast and Practical Deterministic OLTP Database.
Proc. VLDB Endow., 2020

Vaas: Video Analytics At Scale.
Proc. VLDB Endow., 2020

Deductive optimization of relational data storage.
Proc. ACM Program. Lang., 2020

Relational Pretrained Transformers towards Democratizing Data Preparation [Vision].
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

Optimizing Query Predicates with Disjunctions for Column Stores.
CoRR, 2020

Continuously Adaptive Similarity Search.
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

Starling: A Scalable Query Engine on Cloud Functions.
Proceedings of the 2020 International Conference on Management of Data, 2020

Human-in-the-loop Outlier Detection.
Proceedings of the 2020 International Conference on Management of Data, 2020

MIRIS: Fast Object Track Queries in Video.
Proceedings of the 2020 International Conference on Management of Data, 2020

BeeCluster: drone orchestration via predictive optimization.
Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

Kaskade: Graph Views for Efficient Graph Analytics.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding.
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

Dagger: A Data (not code) Debugger.
Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

RoadTagger: Robust Road Attribute Inference with Graph Neural Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics.
Proc. VLDB Endow., 2019

STAR: Scaling Transactions through Asymmetric Replication.
Proc. VLDB Endow., 2019

Efficient Discovery of Sequence Outlier Patterns.
Proc. VLDB Endow., 2019

Smile: A System to Support Machine Learning on EEG Data at Scale.
Proc. VLDB Endow., 2019

Dataset-On-Demand: Automatic View Search and Presentation for Data Discovery.
CoRR, 2019

Starling: A Scalable Query Engine on Cloud Function Services.
CoRR, 2019

Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation.
CoRR, 2019

SysML: The New Frontier of Machine Learning Systems.
CoRR, 2019

SCAR: Strong Consistency using Asynchronous Replication with Minimal Coordination.
CoRR, 2019

Raha: A Configuration-Free Error Detection System.
Proceedings of the 2019 International Conference on Management of Data, 2019

Termite: a system for tunneling through heterogeneous data.
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

Unsupervised String Transformation Learning for Entity Consolidation.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Towards Multiverse Databases.
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

SageDB: A Learned Database System.
Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019

The end of an architectural era: it's time for a complete rewrite.
Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019

C-store: a column-oriented DBMS.
Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019

Research contributions of Mike Stonebraker: an overview.
Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019

Make it happen: the life of Michael Stonebraker.
Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019

OLTP through the looking glass, and what we found there.
Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019

2018
In-Network Query Processing.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Database Languages for Sensor Networks.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Model-Based Querying in Sensor Networks.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

MacroBase: Prioritizing Attention in Fast Data.
ACM Trans. Database Syst., 2018

SWIFT: Mining Representative Patterns from Large Event Streams.
Proc. VLDB Endow., 2018

Evaluating End-to-End Optimization for Data Analytics Applications in Weld.
Proc. VLDB Endow., 2018

Sprintz: Time Series Compression for the Internet of Things.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

MODELDB: Opportunities and Challenges in Managing Machine Learning Models.
IEEE Data Eng. Bull., 2018

Smallify: Learning Network Size while Training.
CoRR, 2018

Unthule: An Incremental Graph Construction Process for Robust Road Map Extraction from Aerial Images.
CoRR, 2018

MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis.
Proceedings of the 2018 International Conference on Management of Data, 2018

Efficient Top-K Query Processing on Massively Parallel Hardware.
Proceedings of the 2018 International Conference on Management of Data, 2018

Optimally Leveraging Density and Locality for Exploratory Browsing and Sampling.
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2018

Building Data Civilizer Pipelines with an Advanced Workflow Engine.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Extracting Syntactical Patterns from Databases.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Seeping Semantics: Linking Datasets Using Word Embeddings for Data Discovery.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Aurum: A Data Discovery System.
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

RoadRunner: improving the precision of road network inference from GPS trajectories.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Machine-assisted map editing.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

RoadTracer: Automatic Extraction of Road Networks From Aerial Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Synthesizing Entity Matching Rules by Examples.
Proc. VLDB Endow., 2017

Exploring big volume sensor data with Vroom.
Proc. VLDB Endow., 2017

AdaptDB: Adaptive Partitioning for Distributed Joins.
Proc. VLDB Endow., 2017

SilkMoth: An Efficient Method for Finding Related Sets with Maximum Matching Constraints.
Proc. VLDB Endow., 2017

Query Optimization for Dynamic Imputation.
Proc. VLDB Endow., 2017

Extracting Syntactic Patterns from Databases.
CoRR, 2017

Entity Consolidation: The Golden Record Problem.
CoRR, 2017

Weld: Rethinking the Interface Between Data-Intensive Applications.
CoRR, 2017

BigDAWG Polystore Release and Demonstration.
CoRR, 2017

INGESTBASE: A Declarative Data Ingestion System.
CoRR, 2017

Version 0.1 of the BigDAWG Polystore System.
CoRR, 2017

A Demo of the Data Civilizer System.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

MacroBase: Prioritizing Attention in Fast Data.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Generating Concise Entity Matching Rules.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

BigDAWG version 0.1.
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

A robust partitioning scheme for ad-hoc query workloads.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

We Are Boring.
Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

The Data Civilizer System.
Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016
Sloth: Being Lazy Is a Virtue (When Issuing Database Queries).
ACM Trans. Database Syst., 2016

Towards Visualization Recommendation Systems.
SIGMOD Rec., 2016

Amoeba: A Shape changing Storage System for Big Data.
Proc. VLDB Endow., 2016

Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware.
Proc. VLDB Endow., 2016

The TileDB Array Data Storage Manager.
Proc. VLDB Endow., 2016

Decibel: The Relational Dataset Branching System.
Proc. VLDB Endow., 2016

Speedy Browsing and Sampling with NeedleTail.
CoRR, 2016

The BigDAWG Architecture.
CoRR, 2016

MacroBase: Analytic Monitoring for the Internet of Things.
CoRR, 2016

Technical Perspective: Mesa takes data warehousing to new heights.
Commun. ACM, 2016

Locality-Adaptive Parallel Hash Joins Using Hardware Transactional Memory.
Proceedings of the Data Management on New Hardware, 2016

ModelDB: a system for machine learning model management.
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

Towards large-scale data discovery: position paper.
Proceedings of the Third International Workshop on Exploratory Search in Databases and the Web, 2016

The BigDAWG polystore system and architecture.
Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Refinement Driven Processing of Aggregation Constrained Queries.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

The Aurora and Borealis Stream Processing Engines.
Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

Sensor Network Integration with Streaming Database Systems.
Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

2015
The BigDAWG Polystore System.
SIGMOD Rec., 2015

SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics.
Proc. VLDB Endow., 2015

S-Store: Streaming Meets Transaction Processing.
Proc. VLDB Endow., 2015

Rapid Sampling for Visualizations with Ordering Guarantees.
Proc. VLDB Endow., 2015

A Demonstration of the BigDAWG Polystore System.
Proc. VLDB Endow., 2015

Collaborative Data Analytics with DataHub.
Proc. VLDB Endow., 2015

Towards a Unified Query Language for Provenance and Versioning.
Proceedings of the 7th USENIX Workshop on the Theory and Practice of Provenance, 2015

BigDansing: A System for Big Data Cleansing.
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

Interactive data analytics: the new frontier.
Proceedings of the Sixth ACM Symposium on Cloud Computing, 2015

DataHub: Collaborative Data Science & Dataset Version Management at Scale.
Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

Graph analytics using vertica relational database.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
The Beckman Report on Database Research.
SIGMOD Rec., 2014

The Case for Data Visualization Management Systems.
Proc. VLDB Endow., 2014

SEEDB: Automatically Generating Query Visualizations.
Proc. VLDB Endow., 2014

Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning.
Proc. VLDB Endow., 2014

VERTEXICA: Your Relational Friend for Graph Analytics!
Proc. VLDB Endow., 2014

S-Store: A Streaming NewSQL System for Big Velocity Applications.
Proc. VLDB Endow., 2014

Using Program Analysis to Improve Database Applications.
IEEE Data Eng. Bull., 2014

GenBase: a complex analytics genomics benchmark.
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

Rethinking main memory OLTP recovery.
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

GRAPHiQL: A graph intuitive query language for relational databases.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013
Intel "big data" science and technology center vision and execution plan.
SIGMOD Rec., 2013

Processing Analytical Queries over Encrypted Data.
Proc. VLDB Endow., 2013

Streaming Similarity Search over one Billion Tweets using Parallel Locality-Sensitive Hashing.
Proc. VLDB Endow., 2013

Scorpion: Explaining Away Outliers in Aggregate Queries.
Proc. VLDB Endow., 2013

The Design and Implementation of Modern Column-Oriented Database Systems.
Found. Trends Databases, 2013

Speedy transactions in multicore in-memory databases.
Proceedings of the ACM SIGOPS 24th Symposium on Operating Systems Principles, 2013

CHIC: a combination-based recommendation system.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Performance and resource modeling in highly-concurrent OLTP workloads.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

CARTILAGE: adding flexibility to the Hadoop skeleton.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Speeding up database applications with Pyxis.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Optimizing database-backed applications with query synthesis.
Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2013

SubZero: A fine-grained lineage system for scientific databases.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

MDCC: multi-data center consistency.
Proceedings of the Eighth Eurosys Conference 2013, 2013

BlinkDB: queries with bounded errors and bounded response times on very large data.
Proceedings of the Eighth Eurosys Conference 2013, 2013

Data in Context: Aiding News Consumers while Taming Dataspaces.
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

StatusQuo: Making Familiar Abstractions Perform Using Program Analysis.
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

Mobile applications need targeted micro-updates.
Proceedings of the Asia-Pacific Workshop on Systems, 2013

2012
Sorting it All Out with Humans in the Loop.
Tiny Trans. Comput. Sci., 2012

A Demonstration of DBWipes: Clean as You Query.
Proc. VLDB Endow., 2012

Automatic Partitioning of Database Applications.
Proc. VLDB Endow., 2012

Blink and It's Done: Interactive Queries on Very Large Data.
Proc. VLDB Endow., 2012

Counting with the Crowd.
Proc. VLDB Endow., 2012

From Databases to Big Data.
IEEE Internet Comput., 2012

An overview of HYRISE - a Main Memory Hybrid Storage Engine.
IEEE Data Eng. Bull., 2012

Active Learning for Crowd-Sourced Databases
CoRR, 2012

Inferring SQL Queries Using Program Synthesis
CoRR, 2012

MDCC: Multi-Data Center Consistency
CoRR, 2012

BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data
CoRR, 2012

<i>Code in the air</i>: simplifying sensing and coordination tasks on smartphones.
Proceedings of the 2012 Workshop on Mobile Computing Systems and Applications, 2012

MAQSA: a system for social analytics on news.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Demo: code in the air - simplifying tasking on smartphones.
Proceedings of the 10th International Conference on Mobile Systems, 2012

Mobius: unified messaging and data serving for mobile apps.
Proceedings of the 10th International Conference on Mobile Systems, 2012

Lookup Tables: Fine-Grained Partitioning for Distributed Databases.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Efficient Versioning for Scientific Array Databases.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Bribecaster: documenting bribes through community participation.
Proceedings of the CSCW '12 Computer Supported Cooperative Work, Seattle, WA, USA, February 11-15, 2012, 2012

Using program synthesis for social recommendations.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Processing and visualizing the data in tweets.
SIGMOD Rec., 2011

Human-powered Sorts and Joins.
Proc. VLDB Endow., 2011

A Demonstration of HYRISE - A Main Memory Hybrid Storage Engine.
Proc. VLDB Endow., 2011

CrowdDB: Query Processing with the VLDB Crowd.
Proc. VLDB Endow., 2011

Stochastic motion planning and applications to traffic.
Int. J. Robotics Res., 2011

Partial replay of long-running applications.
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

Demonstration of Qurk: a query processor for humanoperators.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Tweets as data: demonstration of TweeQL and Twitinfo.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Workload-aware database monitoring and consolidation.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Automatically generating interesting events with LifeJoin.
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011

Accurate, Low-Energy Trajectory Mapping for Mobile Devices.
Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation, 2011

A Trigger-Based Middleware Cache for ORMs.
Proceedings of the Middleware 2011, 2011

Partitioning techniques for fine-grained indexing.
Proceedings of the 27th International Conference on Data Engineering, 2011

A continuous query system for dynamic route planning.
Proceedings of the 27th International Conference on Data Engineering, 2011

No bits left behind.
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011

Crowdsourced Databases: Query Processing with People.
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011

Relational Cloud: a Database Service for the cloud.
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011

Twitinfo: aggregating and visualizing microblogs for event exploration.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010
UPI: A Primary Index for Uncertain Databases.
Proc. VLDB Endow., 2010

CORADD: Correlation Aware Database Designer for Materialized Views and Indexes.
Proc. VLDB Endow., 2010

HYRISE - A Main Memory Hybrid Storage Engine.
Proc. VLDB Endow., 2010

Schism: a Workload-Driven Approach to Database Replication and Partitioning.
Proc. VLDB Endow., 2010

Database Abstractions for Managing Sensor Network Data.
Proc. IEEE, 2010

MapReduce and parallel DBMSs: friends or foes?
Commun. ACM, 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

Low overhead concurrency control for partitioned main memory databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Code in the air: simplifying sensing on smartphones.
Proceedings of the 8th International Conference on Embedded Networked Sensor Systems, 2010

Transactional Consistency and Automatic Management in an Application Data Cache.
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

Database architecture (R)evolution: New hardware vs. new software.
Proceedings of the 26th International Conference on Data Engineering, 2010

TrajStore: An adaptive storage system for very large trajectory data sets.
Proceedings of the 26th International Conference on Data Engineering, 2010

"Extra-sensory perception" for wireless networks.
Proceedings of the 9th ACM Workshop on Hot Topics in Networks. HotNets 2010, Monterey, CA, USA - October 20, 2010

2009
In-Network Query Processing.
Proceedings of the Encyclopedia of Database Systems, 2009

Database Languages for Sensor Networks.
Proceedings of the Encyclopedia of Database Systems, 2009

Model-based Querying in Sensor Networks.
Proceedings of the Encyclopedia of Database Systems, 2009

SW-Store: a vertically partitioned DBMS for Semantic Web data management.
VLDB J., 2009

Demonstration of the TrajStore System.
Proc. VLDB Endow., 2009

Correlation Maps: A Compressed Access Method for Exploiting Soft Functional Dependencies.
Proc. VLDB Endow., 2009

A Demonstration of SciDB: A Science-Oriented DBMS.
Proc. VLDB Endow., 2009

How Best to Build Web-Scale Data Managers? A Panel Discussion.
Proc. VLDB Endow., 2009

A comparison of approaches to large-scale data analysis.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

ZStream: a cost-based query processor for adaptively detecting composite events.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Top-<i>k</i> queries on uncertain data: on score distribution and typical answers.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

VTrack: accurate, energy-aware road traffic delay estimation using mobile phones.
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009

Wishbone: Profile-based Partitioning for Sensornet Applications.
Proceedings of the 6th USENIX Symposium on Networked Systems Design and Implementation, 2009

The Case for RodentStore: An Adaptive, Declarative Storage System.
Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

Analyzing Data Streams in Scientific Applications.
Proceedings of the Scientific Data Management - Challenges, Technology, and Deployment., 2009

2008
Fault-tolerance in the borealis distributed stream processing system.
ACM Trans. Database Syst., 2008

The Claremont report on database research.
SIGMOD Rec., 2008

H-store: a high-performance, distributed main memory transaction processing system.
Proc. VLDB Endow., 2008

Performance profiling with EndoScope, an acquisitional software monitoring framework.
Proc. VLDB Endow., 2008

Mesh Networking Research and Technology for Multihop Wireless Networks.
IEEE Internet Comput., 2008

The emergence of a networking primitive in wireless sensor networks.
Commun. ACM, 2008

Querying continuous functions in a database system.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

OLTP through the looking glass, and what we found there.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Column-stores vs. row-stores: how different are they really?
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

PCP: the personal commute portal.
Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, 2008

The pothole patrol: using a mobile sensor network for road surface monitoring.
Proceedings of the 6th International Conference on Mobile Systems, 2008

Cabernet: vehicular content delivery using WiFi.
Proceedings of the 14th Annual International Conference on Mobile Computing and Networking, 2008

Design and evaluation of a compiler for embedded stream programs.
Proceedings of the 2008 ACM SIGPLAN/SIGBED Conference on Languages, 2008

VoxNet: An Interactive, Rapidly-Deployable Acoustic Monitoring Platform.
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

XStream: a Signal-Oriented Data Stream Management System.
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

Mobiscopes for Human Spaces.
IEEE Pervasive Comput., 2007

Thinking Big About Tiny Databases.
IEEE Data Eng. Bull., 2007

The End of an Architectural Era (It's Time for a Complete Rewrite).
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Scalable Semantic Web Data Management Using Vertical Partitioning.
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

PIPENETa wireless sensor network for pipeline monitoring.
Proceedings of the 6th International Conference on Information Processing in Sensor Networks, 2007

Information Survival Threshold in Sensor and P2P Networks.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

ICEDB: Intermittently-Connected Continuous Query Processing.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Scoop: An Adaptive Indexing Scheme for Stored Data in Sensor Networks.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Materialization Strategies in a Column-Oriented DBMS.
Proceedings of the 23rd International Conference on Data Engineering, 2007

The Case for a Signal-Oriented Data Stream Management System.
Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006
Impact of double-blind reviewing on SIGMOD publication rates.
SIGMOD Rec., 2006

Guest Editors' Introduction: Distributed Data Mining--Framework and Implementations.
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

Performance Tradeoffs in Read-Optimized Databases.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

MauveDB: supporting model-based user views in database systems.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Data management in the CarTel mobile sensor computing system.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Integrating compression and execution in column-oriented database systems.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

CarTel: a distributed mobile sensor computing system.
Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, 2006

WaveScope: a signal-oriented data stream management system.
Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, 2006

The CarTel mobile sensor computing system.
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

A measurement study of vehicular internet access using in situ Wi-Fi networks.
Proceedings of the 12th Annual International Conference on Mobile Computing and Networking, 2006

PAQ: Time Series Forecasting for Approximate Query Answering in Sensor Networks.
Proceedings of the Wireless Sensor Networks, Third European Workshop, 2006

A Measurement-Based Analysis of the Interaction Between Network Layers in TinyOS.
Proceedings of the Wireless Sensor Networks, Third European Workshop, 2006

Data Management in Sensor Networks.
Proceedings of the Wireless Sensor Networks, Third European Workshop, 2006

2005
Model-based approximate querying in sensor networks.
VLDB J., 2005

TinyDB: an acquisitional query processing system for sensor networks.
ACM Trans. Database Syst., 2005

Resource-Aware Wireless Sensor-Actuator Networks.
IEEE Data Eng. Bull., 2005

C-Store: A Column-oriented DBMS.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

REED: Robust, Efficient Filtering and Event Detection in Sensor Networks.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Exploiting Correlated Attributes in Acquisitional Query Processing.
Proceedings of the 21st International Conference on Data Engineering, 2005

TASK: sensor network in a box.
Proceedings of the Wireless Sensor Networks, Second European Workshop, 2005

Using Probabilistic Models for Data Management in Acquisitional Environments.
Proceedings of the Second Biennial Conference on Innovative Data Systems Research, 2005

TinyOS: An Operating System for Sensor Networks.
Proceedings of the Ambient Intelligence, 2005

2004
Report from the First Workshop on Geo Sensor Networks.
SIGMOD Rec., 2004

Query Processing in Sensor Networks.
IEEE Pervasive Comput., 2004

Networking support for query processing in sensor networks.
Commun. ACM, 2004

Model-Driven Data Acquisition in Sensor Networks.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

An Integration Framework for Sensor Networks and Data Stream Management Systems.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

The Emergence of Networking Abstractions and Techniques in TinyOS.
Proceedings of the 1st Symposium on Networked Systems Design and Implementation (NSDI 2004), 2004

Distributed regression: an efficient framework for modeling sensor network data.
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

Data Management Issues in Disconnected Sensor Networks.
Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004

2003
The sensor spectrum: technology, trends, and requirements.
SIGMOD Rec., 2003

TelegraphCQ: An Architectural Status Report.
IEEE Data Eng. Bull., 2003

The Design of an Acquisitional Query Processor For Sensor Networks.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

TelegraphCQ: Continuous Dataflow Processing.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Beyond Average: Toward Sophisticated Sensing with Queries.
Proceedings of the Information Processing in Sensor Networks, 2003

TelegraphCQ: Continuous Dataflow Processing for an Uncertain World.
Proceedings of the First Biennial Conference on Innovative Data Systems Research, 2003

2002
Supporting Aggregate Queries Over Ad-Hoc Wireless Sensor Networks.
Proceedings of the 4th IEEE Workshop on Mobile Computing Systems and Applications (WMCSA 2002), 2002

Continuously adaptive continuous queries over streams.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

Distributing queries over low-power wireless sensor networks.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

TAG: A Tiny AGgregation Service for Ad-Hoc Sensor Networks.
Proceedings of the 5th Symposium on Operating System Design and Implementation (OSDI 2002), 2002

Fjording the Stream: An Architecture for Queries Over Streaming Sensor Data.
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

TOADS: A Two-Dimensional Open-Ended Architectural Database System.
Presence Teleoperators Virtual Environ., 2001

2000
Adaptive Query Processing: Technology in Evolution.
IEEE Data Eng. Bull., 2000


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