Efficient Exploration of Large Scientific Databases
Summary: Introduces interactive exploration of massive scientific catalogs via segmented, wavelet-encoded views streamed to clients for fast, approximate visualization of millions of tuples. Reorganizes catalogs as multi-dimensional arrays with range queries; uses density/extent plots and client-side decoding to deliver sub-second to several-second visualizations (1M→1.6s, 8.4M→5s). (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Etzard Stolte
- 2. Gustavo Alonso
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,765 | Efficient Lineage Tracking For Scientific Workflows | 2008 | SIGMOD | 0.00010630348 |
| 3,196 | Algebraic Manipulation of Scientific Datasets | 2004 | VLDB | 7.4017366e-05 |
| 11,910 | Demonstrating "Data Near Here": Scientific Data Search | 2015 | SIGMOD | 4.1945683e-05 |
| 12,620 | Scientific Data Repositories - Designing for a Moving Target | 2003 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,675 | Scalable Multi-Query Optimization for Exploratory Queries over Federated Scientific Databases | 2008 | VLDB | 6.0056894e-05 |
| 4,052 | Interactive Analysis of Web-Scale Data | 2009 | CIDR | 6.4936745e-05 |
| 3,441 | Interactive Data Exploration Using Semantic Windows | 2014 | SIGMOD | 7.0914601e-05 |
| 4,758 | Optimization for Active Learning-based Interactive Database Exploration | 2019 | VLDB | 5.9422515e-05 |
| 13,582 | Spatial Indexing of Large Multidimensional Databases | 2007 | CIDR | - |
| 9,619 | Faster Visual Analytics through Pixel-Perfect Aggregation | 2014 | VLDB | 4.3170809e-05 |
| 4,755 | Indexing for Interactive Exploration of Big Data Series | 2014 | SIGMOD | 5.946863e-05 |
| 2,757 | Parallel Data Analysis Directly on Scientific File Formats | 2014 | SIGMOD | 8.1679384e-05 |
| 2,301 | Extreme Visualization: Squeezing a Billion Records into a Million Pixels | 2008 | SIGMOD | 9.0672364e-05 |
| 2,017 | The Researcher’s Guide to the Data Deluge: Querying a Scientific Database in Just a Few Seconds | 2011 | VLDB | 9.7810458e-05 |