Combining Design and Performance in a Data Visualization Management System

Summary: Introduce DeVIL, a SQL-like language that models static and interactive visualizations as relational views over database relations plus user event streams, demonstrating expressiveness across interaction taxonomies. The relational lens enables provenance-based interaction optimization, concurrency-control for interactions, a streaming framework for near-interactive latency, and automated interface synthesis, unifying design and performance in a DVMS. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 314
Venue: CIDR
Year: 2017
Pagerank: 5.296418e-05
Overall Rank: 5,867 | 59.19%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,350	Northstar: An Interactive Data Science System	2018	VLDB	0.00012431059
2,280	SMOKE: Fine-grained Lineage at Interactive Speed	2018	VLDB	9.1111033e-05
3,970	HAIChart: Human and AI Paired Visualization System	2024	VLDB	6.5784767e-05
6,842	Towards Democratizing Relational Data Visualization	2019	SIGMOD	4.9103931e-05
11,710	Demonstration of Smoke: A Deep Breath of Data-Intensive Lineage Applications	2018	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
112	Potter's Wheel: An Interactive Data Cleaning System	2001	VLDB	0.00047045036
214	Scorpion: Explaining Away Outliers in Aggregate Queries	2013	VLDB	0.0003363692
259	High-Performance Complex Event Processing over Streams	2006	SIGMOD	0.00030174924
591	TelegraphCQ: Continuous Dataflow Processing	2003	SIGMOD	0.00019569071
1,587	Dynamic Prefetching of Data Tiles for Interactive Visualization	2016	SIGMOD	0.00011245116
1,802	Towards a Streaming SQL Standard	2008	VLDB	0.00010509786
2,097	Predictive Interaction for Data Transformation	2015	CIDR	9.5489822e-05
2,576	S4: Top-k Spreadsheet-Style Search for Query Discovery	2015	SIGMOD	8.5112408e-05
2,649	Explaining Query Answers with Explanation-Ready Databases	2016	VLDB	8.3719123e-05
2,733	The Case for Data Visualization Management Systems [Vision Paper]	2014	VLDB	8.2078862e-05
3,188	Gestural Query Specification	2014	VLDB	7.4117439e-05
5,644	FluxQuery: An Execution Framework for Highly Interactive Query Workloads	2016	SIGMOD	5.3924275e-05
7,720	Provenance: On and Behind the Screens	2016	SIGMOD	4.6684701e-05
8,152	Ajax-based Report Pages as Incrementally Rendered Views	2010	SIGMOD	4.5745838e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
5,810	Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data	2020	SIGMOD	5.3178017e-05
8,111	Databases will Visualize Queries too*	2011	VLDB	4.5842786e-05
13,345	Exploring Visualization of Data Transforms	2016	SIGMOD	-
12,766	DEVise: Integrated Querying and Visual Exploration of Large Datasets (DEMO ABSTRACT)	1997	SIGMOD	4.1945683e-05
6,842	Towards Democratizing Relational Data Visualization	2019	SIGMOD	4.9103931e-05
5,526	Visual Interfaces to Data	2010	SIGMOD	5.4600047e-05
9,600	Optimizing Dataflow Systems for Scalable Interactive Visualization	2024	SIGMOD	4.3177432e-05
2,160	DEVise: Integrated Querying and Visual Exploration of Large Datasets	1997	SIGMOD	9.4065027e-05
2,733	The Case for Data Visualization Management Systems [Vision Paper]	2014	VLDB	8.2078862e-05
13,364	Data Visualization Management Systems	2015	CIDR	-