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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
hc6ee441e872ca993
Venue
SIGMOD
Year
2020
Pagerank
5.5844776e-05
Overall Rank
7,210 | 51.53%
DOI
10.1145/3318464.3389730

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{dong_sigmod20,
        title = {{Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization}},
        author = {Dong, Liming and Bai, Qiushi and Kim, Taewoo and Chen, Taiji and Liu, Weidong and Li, Chen},
        series = {{SIGMOD} '20},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3318464.3389730},
        url = {https://dl.acm.org/doi/10.1145/3318464.3389730},
        year = {2020}
}

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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
784 VerdictDB: Universalizing Approximate Query Processing 2018 SIGMOD 0.00014012614
1,409 Northstar: An Interactive Data Science System 2018 VLDB 0.00010743451
1,608 Dynamic Prefetching of Data Tiles for Interactive Visualization 2016 SIGMOD 0.00010084292
1,868 G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data 2015 SIGMOD 9.4754064e-05
2,000 Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee 2016 SIGMOD 9.2112617e-05
2,096 Vizdom: Interactive Analytics through Pen and Touch 2015 VLDB 9.0550231e-05
2,873 SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics 2017 CIDR 7.9225385e-05
3,341 I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making 2017 VLDB 7.4063139e-05
3,419 Revisiting Reuse for Approximate Query Processing 2017 VLDB 7.3190065e-05
3,424 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 7.3117029e-05
3,818 Spatial Online Sampling and Aggregation 2016 VLDB 7.0060535e-05
4,211 Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration 2018 SIGMOD 6.7322425e-05
5,930 Hillview: A trillion-cell spreadsheet for big data 2019 VLDB 5.9438354e-05
6,182 Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines 2018 SIGMOD 5.8588933e-05
9,764 Sapprox: Enabling Efficient and Accurate Approximations on Sub-datasets with Distribution-aware Online Sampling 2017 VLDB 5.1344728e-05
9,765 XmdvToolQ: Quality-Aware Interactive Data Exploration 2007 SIGMOD 5.1344728e-05
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