Optimizing Dataflow Systems for Scalable Interactive Visualization

Summary: VegaPlus fuses visualization with back-end optimization for dashboards. An optimizer reasons about plans on Vega and the DBMS, accounts for UI-driven changes, and can rewrite plans; benchmarks on seven dashboards show gains vs standard optimizers. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6830
Venue: SIGMOD
Year: 2024
Pagerank: 4.3177432e-05
Overall Rank: 9,600 | 33.22%
DOI: 10.1145/3639276

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,447	Mosaic: An Architecture for Linking Databases and Scalable Interactive Visualizations	2025	SIGMOD	4.1945683e-05
10,496	Physical Visualization Design: Decoupling Interface and System Design	2025	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 22 of 22 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
185	DuckDB: an Embeddable Analytical Database	2019	SIGMOD	0.00036538405
408	Database Cracking	2007	CIDR	0.00023953844
591	TelegraphCQ: Continuous Dataflow Processing	2003	SIGMOD	0.00019569071
884	Plan-Structured Deep Neural Network Models for Query Performance Prediction	2019	VLDB	0.00015654004
991	Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System	2017	VLDB	0.00014807273
1,413	VisTrails: Visualization meets Data Management	2006	SIGMOD	0.00012121257
1,587	Dynamic Prefetching of Data Tiles for Interactive Visualization	2016	SIGMOD	0.00011245116
1,855	AI Meets AI: Leveraging Query Executions to Improve Index Recommendations	2019	SIGMOD	0.00010315245
2,129	IDEBench: A Benchmark for Interactive Data Exploration	2020	SIGMOD	9.480002e-05
2,280	SMOKE: Fine-grained Lineage at Interactive Speed	2018	VLDB	9.1111033e-05
2,311	On Improving User Response Times in Tableau	2015	SIGMOD	9.0539767e-05
3,070	Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration	2014	SIGMOD	7.6137064e-05
3,348	Lero: A Learning-to-Rank Query Optimizer	2023	VLDB	7.1904529e-05
3,625	Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings	2020	SIGMOD	6.9055212e-05
4,030	Revisiting Reuse for Approximate Query Processing	2017	VLDB	6.5129665e-05
4,755	Indexing for Interactive Exploration of Big Data Series	2014	SIGMOD	5.946863e-05
5,370	Kyrix: Interactive Visual Data Exploration at Scale	2019	CIDR	5.5432976e-05
5,810	Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data	2020	SIGMOD	5.3178017e-05
6,519	Expand your Training Limits! Generating Training Data for ML-based Data Management	2021	SIGMOD	5.0316686e-05
6,822	Skimmer: Rapid Scrolling of Relational Query Results	2012	SIGMOD	4.9152454e-05
7,219	Continuous Prefetch for Interactive Data Applications	2020	SIGMOD	4.7981464e-05
9,696	The Data Interaction Game	2018	SIGMOD	4.3023337e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
9,619	Faster Visual Analytics through Pixel-Perfect Aggregation	2014	VLDB	4.3170809e-05
4,052	Interactive Analysis of Web-Scale Data	2009	CIDR	6.4936745e-05
8,500	Interactive Visual Exploration of Neighbor-Based Patterns in Data Streams	2010	SIGMOD	4.4974096e-05
5,810	Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data	2020	SIGMOD	5.3178017e-05
3,710	Optimizing Analytic Data Flows for Multiple Execution Engines	2012	SIGMOD	6.8238962e-05
5,264	SeeDB: Visualizing Database Queries Efficiently	2014	VLDB	5.597302e-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	-
5,867	Combining Design and Performance in a Data Visualization Management System	2017	CIDR	5.296418e-05
11,351	Demonstration of VegaPlus: Optimizing Declarative Visualization Languages	2022	SIGMOD	4.1945683e-05