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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
- 5946
- Venue
- SIGMOD
- Year
- 2020
- Pagerank
- 4.8007014e-05
- Overall Rank
- 7,189 | 50.04%
- 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 |
| 1,161 |
VerdictDB: Universalizing Approximate Query Processing |
2018 |
SIGMOD |
0.00013579831 |
| 1,354 |
Northstar: An Interactive Data Science System |
2018 |
VLDB |
0.00012424105 |
| 1,587 |
Dynamic Prefetching of Data Tiles for Interactive Visualization |
2016 |
SIGMOD |
0.0001124095 |
| 2,253 |
Vizdom: Interactive Analytics through Pen and Touch |
2015 |
VLDB |
9.1886315e-05 |
| 2,354 |
G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data |
2015 |
SIGMOD |
8.9748896e-05 |
| 2,583 |
Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee |
2016 |
SIGMOD |
8.4973431e-05 |
| 3,335 |
SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics |
2017 |
CIDR |
7.2023806e-05 |
| 3,680 |
Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration |
2018 |
SIGMOD |
6.845947e-05 |
| 3,841 |
I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making |
2017 |
VLDB |
6.7090738e-05 |
| 3,944 |
AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics |
2018 |
SIGMOD |
6.6056349e-05 |
| 4,020 |
Revisiting Reuse for Approximate Query Processing |
2017 |
VLDB |
6.5209063e-05 |
| 4,032 |
Spatial Online Sampling and Aggregation |
2016 |
VLDB |
6.5131946e-05 |
| 6,302 |
Hillview: A trillion-cell spreadsheet for big data |
2019 |
VLDB |
5.1166201e-05 |
| 6,448 |
Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines |
2018 |
SIGMOD |
5.0532741e-05 |
| 9,391 |
Sapprox: Enabling Efficient and Accurate Approximations on Sub-datasets with Distribution-aware Online Sampling |
2017 |
VLDB |
4.3402854e-05 |
| 9,392 |
XmdvToolQ: Quality-Aware Interactive Data Exploration |
2007 |
SIGMOD |
4.3402854e-05 |
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