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: 10969
Venue: VLDB
Year: 2014
Pagerank: 8.2039241e-05
Overall Rank: 2,738 | 80.98%
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
1,354	Northstar: An Interactive Data Science System	2018	VLDB	0.00012424105
1,507	Overview of Data Exploration Techniques	2015	SIGMOD	0.00011594294
2,589	Database Learning: Toward a Database that Becomes Smarter Every Time	2017	SIGMOD	8.4868591e-05
3,878	Data Canopy: Accelerating Exploratory Statistical Analysis	2017	SIGMOD	6.6669911e-05
4,418	ASAP: Prioritizing Attention via Time Series Smoothing	2017	VLDB	6.1952934e-05
4,453	CLAMShell: Speeding up Crowds for Low-latency Data Labeling	2016	VLDB	6.1690121e-05
5,870	Combining Design and Performance in a Data Visualization Management System	2017	CIDR	5.2914369e-05
5,985	The Era of Big Spatial Data	2017	VLDB	5.2399365e-05
6,235	New Trends on Exploratory Methods for Data Analytics	2017	VLDB	5.1386078e-05
6,302	Hillview: A trillion-cell spreadsheet for big data	2019	VLDB	5.1166201e-05
6,840	Towards Democratizing Relational Data Visualization	2019	SIGMOD	4.9058387e-05
8,338	Exploring the Data Wilderness through Examples	2019	SIGMOD	4.538469e-05
9,850	COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics	2021	VLDB	4.2680295e-05
9,983	Towards Scalable Visual Data Wrangling via Direct Manipulation	2026	CIDR	4.1905499e-05
11,658	Data Pipelines for User Group Analytics	2019	SIGMOD	4.1905499e-05
11,943	A Demonstration of HadoopViz: An Extensible MapReduce System for Visualizing Big Spatial Data	2015	VLDB	4.1905499e-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	0.0040465394
213	Scorpion: Explaining Away Outliers in Aggregate Queries	2013	VLDB	0.0003371037
517	AutoAdmin "What-if" Index Analysis Utility	1998	SIGMOD	0.00021193179
1,492	Advanced Query Processing in Object Bases Using Access Support Relations	1990	VLDB	0.00011683783
1,509	Estimating Progress of Execution for SQL Queries	2004	SIGMOD	0.0001158945
1,918	VizDeck: Self-Organizing Dashboards for Visual Analytics	2012	SIGMOD	0.00010098963
2,614	i3: Intelligent, Interactive Investigation of OLAP data cubes	2000	SIGMOD	8.4538942e-05
2,663	An Analytic Data Engine for Visualization in Tableau	2011	SIGMOD	8.3532571e-05
3,224	Reverse Data Management	2011	VLDB	7.3523336e-05
5,263	SeeDB: Visualizing Database Queries Efficiently	2014	VLDB	5.5959099e-05

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Overall Rank	Paper	Year	Venue	Pagerank
2,536	DeepLens: Towards a Visual Data Management System	2019	CIDR	8.5817195e-05
13,251	DataMingler: A Novel Approach to Data Virtualization	2021	SIGMOD	-
10,457	Mosaic: An Architecture for Linking Databases and Scalable Interactive Visualizations	2025	SIGMOD	4.1905499e-05
11,353	Demonstration of VegaPlus: Optimizing Declarative Visualization Languages	2022	SIGMOD	4.1905499e-05
6,840	Towards Democratizing Relational Data Visualization	2019	SIGMOD	4.9058387e-05
2,312	Extreme Visualization: Squeezing a Billion Records into a Million Pixels	2008	SIGMOD	9.0599303e-05
8,115	Databases will Visualize Queries too*	2011	VLDB	4.5800219e-05
5,263	SeeDB: Visualizing Database Queries Efficiently	2014	VLDB	5.5959099e-05
5,870	Combining Design and Performance in a Data Visualization Management System	2017	CIDR	5.2914369e-05
13,377	Data Visualization Management Systems	2015	CIDR	-