Kyrix: Interactive Visual Data Exploration at Scale
Summary: Kyrix: end-to-end system with a declarative model for building scalable details-on-demand visual exploration apps, generalizing map/tile systems and avoiding hardcoded visual/optimization logic. Novel dynamic-fetching plus other optimizations yield sub-500ms interactions and outperform tile-based fetching. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Wenbo Tao (Massachusetts Institute of Technology)
- 2. Xiaoyu Liu (Purdue University)
- 3. Çağatay Demiralp (Massachusetts Institute of Technology)
- 4. Remco Chang (Tufts University)
- 5. Michael Stonebraker (Massachusetts Institute of Technology)
BibTeX Citation
@inproceedings{tao_cidr19,
address = {Amsterdam, Netherlands},
series = {{CIDR} '19},
title = {{Kyrix: Interactive Visual Data Exploration at Scale}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Tao, Wenbo and Liu, Xiaoyu and Demiralp, Çağatay and Chang, Remco and Stonebraker, Michael},
year = {2019}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,617 | Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine | 2019 | CIDR | 0.00010057464 |
| 3,955 | Smile: A System to Support Machine Learning on EEG Data at Scale | 2019 | VLDB | 6.9025583e-05 |
| 7,291 | Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics | 2019 | VLDB | 5.5642829e-05 |
| 8,048 | Progressive Join Algorithms Considering User Preference | 2021 | CIDR | 5.4004443e-05 |
| 9,781 | Optimizing Dataflow Systems for Scalable Interactive Visualization | 2024 | SIGMOD | 5.1300393e-05 |
| 11,934 | Leam: An Interactive System for In-situ Visual Text Analysis | 2021 | CIDR | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9 | Online Aggregation | 1997 | SIGMOD | 0.00076195956 |
| 1,608 | Dynamic Prefetching of Data Tiles for Interactive Visualization | 2016 | SIGMOD | 0.00010084292 |
| 2,520 | VizQL: A Language for Query, Analysis and Visualization | 2006 | SIGMOD | 8.3479795e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 11,157 | Mosaic: An Architecture for Linking Databases and Scalable Interactive Visualizations | 2025 | SIGMOD |
| 2 | 5,829 | FluxQuery: An Execution Framework for Highly Interactive Query Workloads | 2016 | SIGMOD |
| 3 | 9,934 | Faster Visual Analytics through Pixel-Perfect Aggregation | 2014 | VLDB |
| 4 | 6,647 | Combining Design and Performance in a Data Visualization Management System | 2017 | CIDR |
| 5 | 5,180 | The Case for Data Visualization Management Systems | 2014 | VLDB |
| 6 | 3,560 | Interactive Analysis of Web-Scale Data | 2009 | CIDR |
| 7 | 2,650 | DEVise: Integrated Querying and Visual Exploration of Large Datasets | 1997 | SIGMOD |
| 8 | 1,608 | Dynamic Prefetching of Data Tiles for Interactive Visualization | 2016 | SIGMOD |
| 9 | 12,144 | Interactive Visualization for Big Spatial Data | 2019 | SIGMOD |
| 10 | 11,824 | Kyrix-J: Visual Discovery of Connected Datasets in a Data Lake | 2022 | CIDR |