RawVis: A System for Efficient In-situ Visual Analytics

Summary: RawVis, an open-source system, enables in-situ visual analytics on huge raw data without preprocessing or loading into a DB. Novel indexing schemes and adaptive processing allow direct operations on data files with real-time interactivity on commodity hardware. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6046
Venue: SIGMOD
Year: 2021
Pagerank: 4.4039656e-05
Overall Rank: 9,052 | 37.03%
DOI: 10.1145/3448016.3452764

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,296	Visualization-aware Time Series Min-Max Caching with Error Bound Guarantees	2024	VLDB	5.1249171e-05
10,185	MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization	2026	SIGMOD	4.1945683e-05
10,323	Scalable Grid-based Computation of Kendall’s tau Correlation	2026	VLDB	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
408	Database Cracking	2007	CIDR	0.00023953844
1,343	NoDB: Efficient Query Execution on Raw Data Files	2012	SIGMOD	0.00012482538
1,471	Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia	2013	VLDB	0.00011830111
1,478	Learning Multi-dimensional Indexes	2020	SIGMOD	0.00011762542
2,229	Self-organizing Tuple Reconstruction in Column-stores	2009	SIGMOD	9.2350274e-05
2,363	Merging What’s Cracked, Cracking What’s Merged: Adaptive Indexing in Main-Memory Column-Stores	2011	VLDB	8.9580928e-05
2,367	Here are my Data Files. Here are my Queries. Where are my Results?	2011	CIDR	8.9511058e-05
3,548	Adaptive Query Processing on RAW Data	2014	VLDB	6.9859242e-05
3,878	Data Canopy: Accelerating Exploratory Statistical Analysis	2017	SIGMOD	6.6731435e-05
3,891	Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing	2017	VLDB	6.659442e-05
4,326	Fast Queries Over Heterogeneous Data Through Engine Customization	2016	VLDB	6.288323e-05
4,506	Stochastic Database Cracking: Towards Robust Adaptive Indexing in Main-Memory Column-Stores	2012	VLDB	6.1319277e-05
5,376	Holistic Indexing in Main-memory Column-stores	2015	SIGMOD	5.5417421e-05
7,001	Progressive Indexes: Indexing for Interactive Data Analysis	2019	VLDB	4.8671553e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
1,413	VisTrails: Visualization meets Data Management	2006	SIGMOD	0.00012121257
13,364	Data Visualization Management Systems	2015	CIDR	-
8,500	Interactive Visual Exploration of Neighbor-Based Patterns in Data Streams	2010	SIGMOD	4.4974096e-05
9,619	Faster Visual Analytics through Pixel-Perfect Aggregation	2014	VLDB	4.3170809e-05
14,077	VisDB: A System for Visualizing Large Databases	1995	SIGMOD	-
2,973	Parallel In-Situ Data Processing with Speculative Loading	2014	SIGMOD	7.7902322e-05
12,766	DEVise: Integrated Querying and Visual Exploration of Large Datasets (DEMO ABSTRACT)	1997	SIGMOD	4.1945683e-05
3,548	Adaptive Query Processing on RAW Data	2014	VLDB	6.9859242e-05
2,160	DEVise: Integrated Querying and Visual Exploration of Large Datasets	1997	SIGMOD	9.4065027e-05
9,655	FlashView: An Interactive Visual Explorer for Raw Data	2017	VLDB	4.3109001e-05