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: 5.2914369e-05
Overall Rank: 5,870 | 59.21%
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
1,354	Northstar: An Interactive Data Science System	2018	VLDB	0.00012424105
2,286	SMOKE: Fine-grained Lineage at Interactive Speed	2018	VLDB	9.102574e-05
3,973	HAIChart: Human and AI Paired Visualization System	2024	VLDB	6.5721521e-05
6,840	Towards Democratizing Relational Data Visualization	2019	SIGMOD	4.9058387e-05
11,716	Demonstration of Smoke: A Deep Breath of Data-Intensive Lineage Applications	2018	SIGMOD	4.1905499e-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	0.00047010908
213	Scorpion: Explaining Away Outliers in Aggregate Queries	2013	VLDB	0.0003371037
259	High-Performance Complex Event Processing over Streams	2006	SIGMOD	0.00030155645
590	TelegraphCQ: Continuous Dataflow Processing	2003	SIGMOD	0.00019552343
1,587	Dynamic Prefetching of Data Tiles for Interactive Visualization	2016	SIGMOD	0.0001124095
1,799	Towards a Streaming SQL Standard	2008	VLDB	0.0001049736
2,100	Predictive Interaction for Data Transformation	2015	CIDR	9.5410186e-05
2,577	S4: Top-k Spreadsheet-Style Search for Query Discovery	2015	SIGMOD	8.5066436e-05
2,655	Explaining Query Answers with Explanation-Ready Databases	2016	VLDB	8.3638668e-05
2,738	The Case for Data Visualization Management Systems [Vision Paper]	2014	VLDB	8.2039241e-05
3,192	Gestural Query Specification	2014	VLDB	7.4085087e-05
5,657	FluxQuery: An Execution Framework for Highly Interactive Query Workloads	2016	SIGMOD	5.3873634e-05
7,718	Provenance: On and Behind the Screens	2016	SIGMOD	4.6639968e-05
8,156	Ajax-based Report Pages as Incrementally Rendered Views	2010	SIGMOD	4.5702024e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
5,815	Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data	2020	SIGMOD	5.3158788e-05
8,115	Databases will Visualize Queries too*	2011	VLDB	4.5800219e-05
13,358	Exploring Visualization of Data Transforms	2016	SIGMOD	-
12,775	DEVise: Integrated Querying and Visual Exploration of Large Datasets (DEMO ABSTRACT)	1997	SIGMOD	4.1905499e-05
6,840	Towards Democratizing Relational Data Visualization	2019	SIGMOD	4.9058387e-05
5,534	Visual Interfaces to Data	2010	SIGMOD	5.4555325e-05
9,600	Optimizing Dataflow Systems for Scalable Interactive Visualization	2024	SIGMOD	4.3136057e-05
2,162	DEVise: Integrated Querying and Visual Exploration of Large Datasets	1997	SIGMOD	9.3990072e-05
2,738	The Case for Data Visualization Management Systems [Vision Paper]	2014	VLDB	8.2039241e-05
13,377	Data Visualization Management Systems	2015	CIDR	-