Back to papers
Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization
Summary: Marviq is a middleware-based approach that partitions the selection domain into intervals and materializes a visualization per interval as MVS tables stored in the database. It supports exact visualizations by combining MVS with the base data and approximate visuals with a user-specified similarity threshold, aided by interval refinement and multi-resolution materialization; evaluation reports strong space/time efficiency.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 5945
- Venue
- SIGMOD
- Year
- 2020
- Pagerank
- 4.842703e-05
- Overall Rank
- 7,073 | 50.80%
- DOI
-
10.1145/3318464.3389730
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 16 of 16 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 1,204 |
VerdictDB: Universalizing Approximate Query Processing |
2018 |
SIGMOD |
0.00013319541 |
| 1,350 |
Northstar: An Interactive Data Science System |
2018 |
VLDB |
0.00012431059 |
| 1,587 |
Dynamic Prefetching of Data Tiles for Interactive Visualization |
2016 |
SIGMOD |
0.00011245116 |
| 2,251 |
Vizdom: Interactive Analytics through Pen and Touch |
2015 |
VLDB |
9.1986441e-05 |
| 2,355 |
G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data |
2015 |
SIGMOD |
8.9677847e-05 |
| 2,580 |
Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee |
2016 |
SIGMOD |
8.5058814e-05 |
| 3,333 |
SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics |
2017 |
CIDR |
7.2093479e-05 |
| 3,835 |
I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making |
2017 |
VLDB |
6.7163364e-05 |
| 3,919 |
Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration |
2018 |
SIGMOD |
6.631077e-05 |
| 3,944 |
AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics |
2018 |
SIGMOD |
6.6078243e-05 |
| 4,029 |
Spatial Online Sampling and Aggregation |
2016 |
VLDB |
6.51315e-05 |
| 4,030 |
Revisiting Reuse for Approximate Query Processing |
2017 |
VLDB |
6.5129665e-05 |
| 6,298 |
Hillview: A trillion-cell spreadsheet for big data |
2019 |
VLDB |
5.1226987e-05 |
| 6,444 |
Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines |
2018 |
SIGMOD |
5.059132e-05 |
| 9,384 |
Sapprox: Enabling Efficient and Accurate Approximations on Sub-datasets with Distribution-aware Online Sampling |
2017 |
VLDB |
4.3456129e-05 |
| 9,385 |
XmdvToolQ: Quality-Aware Interactive Data Exploration |
2007 |
SIGMOD |
4.3456129e-05 |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 2,733 |
The Case for Data Visualization Management Systems [Vision Paper] |
2014 |
VLDB |
8.2078862e-05 |
| 1,261 |
Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce |
2013 |
VLDB |
0.00012989236 |
| 5,266 |
Probabilistic Databases with MarkoViews |
2012 |
VLDB |
5.5972559e-05 |
| 11,943 |
A Demonstration of AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data |
2015 |
VLDB |
4.1945683e-05 |
| 731 |
Optimizing Queries Using Materialized Views: A Practical, Scalable Solution |
2001 |
SIGMOD |
0.00017468889 |
| 11,649 |
Interactive Visualization for Big Spatial Data |
2019 |
SIGMOD |
4.1945683e-05 |
| 9,556 |
Materialized View Selection & View-Based Query Planning for Regular Path Queries |
2024 |
SIGMOD |
4.3254416e-05 |
| 8,440 |
Materialized View Selection for XQuery Workloads |
2012 |
SIGMOD |
4.5127636e-05 |
| 9,934 |
MAVIS: Materialized View for Subgraph Matching |
2026 |
SIGMOD |
4.2496728e-05 |
| 10,447 |
Mosaic: An Architecture for Linking Databases and Scalable Interactive Visualizations |
2025 |
SIGMOD |
4.1945683e-05 |