The Case for Data Visualization Management Systems

Summary: Proposes Ermac, a declarative Data Visualization Management System that compiles end-to-end visualization workflows into relational algebra, unifying database and rendering layers. Enables lineage-driven interaction and semantic optimizations—occlusion filtering, viewport-aware downsampling, and hybrid rendering—for massive interactive datasets. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 11156
Venue: VLDB
Year: 2014
Pagerank: 6.3823595e-05
Overall Rank: 5,056 | 65.32%
DOI: 10.14778/2732951.2732964

Incoming Non-self Citations Over Time

Authors

1. Eugene Wu (Massachusetts Institute of Technology)
2. Leilani Battle (Massachusetts Institute of Technology)
3. Samuel R. Madden (Massachusetts Institute of Technology)

BibTeX Citation

@article{wu_vldb14,
        title = {{The Case for Data Visualization Management Systems}},
        author = {Wu, Eugene and Battle, Leilani and Madden, Samuel R.},
        journal = {PVLDB},
        series = {{VLDB} '14},
        pages = {903},
        doi = {10.14778/2732951.2732964},
        url = {https://doi.org/10.14778/2732951.2732964},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,198	Overview of Data Exploration Techniques	2015	SIGMOD	0.00011706307
3,930	Data Canopy: Accelerating Exploratory Statistical Analysis	2017	SIGMOD	7.0102082e-05
3,971	CLAMShell: Speeding up Crowds for Low-latency Data Labeling	2016	VLDB	6.9835263e-05
6,382	The Era of Big Spatial Data	2017	VLDB	5.8915267e-05
6,523	Combining Design and Performance in a Data Visualization Management System	2017	CIDR	5.8518572e-05
6,737	Towards Democratizing Relational Data Visualization	2019	SIGMOD	5.7875328e-05
12,133	A Demonstration of HadoopViz: An Extensible MapReduce System for Visualizing Big Spatial Data	2015	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
1	Access Path Selection in a Relational Database Management System	1979	SIGMOD	0.0024089429
191	Scorpion: Explaining Away Outliers in Aggregate Queries	2013	VLDB	0.00026096009
387	AutoAdmin "What-if" Index Analysis Utility	1998	SIGMOD	0.00019442332
1,462	Advanced Query Processing in Object Bases Using Access Support Relations	1990	VLDB	0.00010701465
1,562	Estimating Progress of Execution for SQL Queries	2004	SIGMOD	0.00010354429
1,932	VizDeck: Self-Organizing Dashboards for Visual Analytics	2012	SIGMOD	9.4646634e-05
2,356	i3: Intelligent, Interactive Investigation of OLAP data cubes	2000	SIGMOD	8.7015517e-05
2,914	Reverse Data Management	2011	VLDB	7.9667467e-05
3,230	An Analytic Data Engine for Visualization in Tableau	2011	SIGMOD	7.6208919e-05
5,329	SeeDB: Visualizing Database Queries Efficiently	2014	VLDB	6.2634965e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	9,734	Optimizing Dataflow Systems for Scalable Interactive Visualization	2024	SIGMOD
2	13,441	DataMingler: A Novel Approach to Data Virtualization	2021	SIGMOD
3	10,728	Mosaic: An Architecture for Linking Databases and Scalable Interactive Visualizations	2025	SIGMOD
4	11,549	Demonstration of VegaPlus: Optimizing Declarative Visualization Languages	2022	SIGMOD
5	6,737	Towards Democratizing Relational Data Visualization	2019	SIGMOD
6	3,584	Extreme Visualization: Squeezing a Billion Records into a Million Pixels	2008	SIGMOD
7	8,174	Databases will Visualize Queries too	2011	VLDB
8	5,329	SeeDB: Visualizing Database Queries Efficiently	2014	VLDB
9	6,523	Combining Design and Performance in a Data Visualization Management System	2017	CIDR
10	13,565	Data Visualization Management Systems	2015	CIDR