DBScholar

Back to papers

MauveDB: Supporting Model-based User Views in Database Systems

Summary: Defines model-based views that hide data irregularities by applying models to incomplete data. MauveDB offers a declarative language for model-based views, SQL querying, and adaptive materialization to keep views current under updates; prototype demonstrates regression and interpolation. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3803
Venue
SIGMOD
Year
2006
Pagerank
0.00018933229
Overall Rank
410 | 97.20%
DOI
10.1145/1142473.1142483

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{deshpande_sigmod06,
        title = {{MauveDB: Supporting Model-based User Views in Database Systems}},
        author = {Deshpande, Amol and Madden, Samuel},
        series = {{SIGMOD} '06},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1142473.1142483},
        url = {https://dl.acm.org/doi/10.1145/1142473.1142483},
        year = {2006}
}

Incoming Citations (Sorted by Pagerank)

Showing 37 of 37 citing papers.

Rank Citing Paper Year Venue Pagerank
240 MCDB: A Monte Carlo Approach to Managing Uncertain Data 2008 SIGMOD 0.00023611415
520 Towards a Unified Architecture for in-RDBMS Analytics 2012 SIGMOD 0.00017108915
825 BayesStore: Managing Large, Uncertain Data Repositories with Probabilistic Graphical Models 2008 VLDB 0.00013760458
1,046 Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS 2011 VLDB 0.00012407813
1,253 Data Management in Machine Learning: Challenges, Techniques, and Systems 2017 SIGMOD 0.00011441425
1,442 Querying Continuous Functions in a Database System 2008 SIGMOD 0.00010751086
1,978 ModelarDB: Modular Model-Based Time Series Management with Spark and Cassandra 2018 VLDB 9.3398754e-05
2,183 The Case for Predictive Database Systems: Opportunities and Challenges 2011 CIDR 8.9807153e-05
3,512 Processing Forecasting Queries 2007 VLDB 7.334517e-05
4,069 Hybrid In-Database Inference for Declarative Information Extraction 2011 SIGMOD 6.9062754e-05
4,141 PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models 2020 SIGMOD 6.855181e-05
4,217 Sample Debiasing in the Themis Open World Database System 2020 SIGMOD 6.805121e-05
4,220 Combining Databases and Signal Processing in Plato 2015 CIDR 6.8049422e-05
4,232 The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox 2015 CIDR 6.7992108e-05
4,258 LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems 2021 SIGMOD 6.7812424e-05
4,713 Rethinking Data Management for Storage-centric Sensor Networks 2007 CIDR 6.5302306e-05
4,959 Querying Probabilistic Information Extraction 2010 VLDB 6.4097747e-05
5,699 MCDB-R: Risk Analysis in the Database 2010 VLDB 6.1008641e-05
5,723 Incrementally Maintaining Classification using an RDBMS 2011 VLDB 6.0936031e-05
6,078 PODS: A New Model and Processing Algorithms for Uncertain Data Streams 2010 SIGMOD 5.9704268e-05
6,291 Mosaic: A Sample-Based Database System for Open World Query Processing 2020 CIDR 5.9113454e-05
6,457 DeepBase: Deep Inspection of Neural Networks 2019 SIGMOD 5.8562189e-05
6,617 MOST: Model-Based Compression with Outlier Storage for Time Series Data 2023 SIGMOD 5.8072732e-05
6,742 Capturing Data Uncertainty in High-Volume Stream Processing 2009 CIDR 5.7720306e-05
6,947 Evaluation of Probabilistic Threshold Queries in MCDB 2010 SIGMOD 5.716491e-05
7,383 SmartCIS: Integrating Digital and Physical Environments 2009 SIGMOD 5.6131729e-05
8,228 Jigsaw: Efficient Optimization Over Uncertain Enterprise Data 2011 SIGMOD 5.447105e-05
8,615 Probabilistic Management of OCR Data using an RDBMS 2012 VLDB 5.3849456e-05
9,842 A Skip-list Approach for Efficiently Processing Forecasting Queries 2008 VLDB 5.1940497e-05
9,978 A*-tree: A Structure for Storage and Modeling of Uncertain Multidimensional Arrays 2010 VLDB 5.1737791e-05
12,008 Holistic Query Evaluation over Information Extraction Pipelines 2018 VLDB 5.0723324e-05
12,149 Capturing the Laws of (Data) Nature 2015 CIDR 5.0723324e-05
12,394 Model-based Integration of Past & Future in TimeTravel 2012 VLDB 5.0723324e-05
12,458 Dissemination of Models over Time-Varying Data 2011 VLDB 5.0723324e-05
12,667 Data-Driven Processing in Sensor Networks 2007 CIDR 5.0723324e-05
12,676 Public Health for the Internet (phi): Towards A New Grand Challenge for Information Management 2007 CIDR 5.0723324e-05
12,726 Suppression and Failures in Sensor Networks: A Bayesian Approach 2007 VLDB 5.0723324e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
50 Efficient Query Evaluation on Probabilistic Databases 2004 VLDB 0.00043450055
125 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.0003081317
337 Model-Driven Data Acquisition in Sensor Networks 2004 VLDB 0.00020720366
361 Evaluating Probabilistic Queries over Imprecise Data 2003 SIGMOD 0.00020166522
770 Query Processing for Sensor Networks 2003 CIDR 0.00014160516
895 Adaptive Stream Resource Management Using Kalman Filters 2004 SIGMOD 0.0001332782
985 Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications 1998 SIGMOD 0.00012792621
2,914 Horn Tables - An Efficient Tool For Handling Incomplete Information In Databases 1989 PODS 7.9431873e-05
3,446 Manipulating Interpolated Data is Easier than You Thought 2000 VLDB 7.3911823e-05
4,663 An Extended Relational Database Model For Uncertain And Imprecise Information 1992 VLDB 6.5615163e-05
5,096 Optimization and Evaluation of Database Queries Including Embedded Interpolation Procedures 1991 SIGMOD 6.34993e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 2,374 Using Probabilistic Models for Data Management in Acquisitional Environments 2005 CIDR
2 2,657 Updating Relational Databases through Object-Based Views 1991 SIGMOD
3 13,092 Database Graph Views: A Practical Model to Manage Persistent Graphs 1994 VLDB
4 13,105 A Logical Semantics for Object-Oriented Databases 1993 SIGMOD
5 7,652 Unifying Data and Domain Knowledge Using Virtual Views 2007 VLDB
6 2,183 The Case for Predictive Database Systems: Opportunities and Challenges 2011 CIDR
7 10,915 G-View: View Management for Graph Databases 2025 VLDB
8 8,335 Dynamic Derivation of Personalized Views 1988 VLDB
9 4,694 Probabilistic Databases with MarkoViews 2012 VLDB
10 4,626 MultiView: A Methodology for Supporting Multiple Views in Object-Oriented Databases 1992 VLDB