The Case for Data Visualization Management Systems [Vision Paper]

Summary: DVMS Ermac compiles a declarative visualization workflow into relational algebra. Enables cross-layer optimization, lineage-based linking, and client/server rendering with occlusion and viewport downsampling for scalable visualization. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10968
Venue: VLDB
Year: 2014
Pagerank: 8.2078862e-05
Overall Rank: 2,733 | 80.99%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 16 of 16 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,350	Northstar: An Interactive Data Science System	2018	VLDB	0.00012431059
1,552	Overview of Data Exploration Techniques	2015	SIGMOD	0.00011408814
2,588	Database Learning: Toward a Database that Becomes Smarter Every Time	2017	SIGMOD	8.4909562e-05
3,878	Data Canopy: Accelerating Exploratory Statistical Analysis	2017	SIGMOD	6.6731435e-05
4,420	ASAP: Prioritizing Attention via Time Series Smoothing	2017	VLDB	6.2011459e-05
4,451	CLAMShell: Speeding up Crowds for Low-latency Data Labeling	2016	VLDB	6.1738675e-05
5,867	Combining Design and Performance in a Data Visualization Management System	2017	CIDR	5.296418e-05
5,980	The Era of Big Spatial Data	2017	VLDB	5.2449608e-05
6,237	New Trends on Exploratory Methods for Data Analytics	2017	VLDB	5.1435341e-05
6,298	Hillview: A trillion-cell spreadsheet for big data	2019	VLDB	5.1226987e-05
6,842	Towards Democratizing Relational Data Visualization	2019	SIGMOD	4.9103931e-05
8,344	Exploring the Data Wilderness through Examples	2019	SIGMOD	4.5428111e-05
9,850	COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics	2021	VLDB	4.2721228e-05
9,984	Towards Scalable Visual Data Wrangling via Direct Manipulation	2026	CIDR	4.1945683e-05
11,653	Data Pipelines for User Group Analytics	2019	SIGMOD	4.1945683e-05
11,935	A Demonstration of HadoopViz: An Extensible MapReduce System for Visualizing Big Spatial Data	2015	VLDB	4.1945683e-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	0.0040449103
214	Scorpion: Explaining Away Outliers in Aggregate Queries	2013	VLDB	0.0003363692
516	AutoAdmin "What-if" Index Analysis Utility	1998	SIGMOD	0.00021196031
1,493	Advanced Query Processing in Object Bases Using Access Support Relations	1990	VLDB	0.00011694373
1,512	Estimating Progress of Execution for SQL Queries	2004	SIGMOD	0.00011597041
1,918	VizDeck: Self-Organizing Dashboards for Visual Analytics	2012	SIGMOD	0.00010097599
2,610	i3: Intelligent, Interactive Investigation of OLAP data cubes	2000	SIGMOD	8.4571036e-05
2,657	An Analytic Data Engine for Visualization in Tableau	2011	SIGMOD	8.3616058e-05
3,218	Reverse Data Management	2011	VLDB	7.3592173e-05
5,264	SeeDB: Visualizing Database Queries Efficiently	2014	VLDB	5.597302e-05

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9,600	Optimizing Dataflow Systems for Scalable Interactive Visualization	2024	SIGMOD	4.3177432e-05
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2,301	Extreme Visualization: Squeezing a Billion Records into a Million Pixels	2008	SIGMOD	9.0672364e-05
8,111	Databases will Visualize Queries too*	2011	VLDB	4.5842786e-05
5,264	SeeDB: Visualizing Database Queries Efficiently	2014	VLDB	5.597302e-05
5,867	Combining Design and Performance in a Data Visualization Management System	2017	CIDR	5.296418e-05
13,364	Data Visualization Management Systems	2015	CIDR	-