General purpose database summarization
Summary: Message-oriented architecture for large database summarization; reduces a table via rewriting/generalization with incremental maintenance and XML DB support. Three families—aggregate computation, semantic compression (SC), and metadata-based SC (MDBSC)—plus hybrids; focuses on obfuscation, storage/bandwidth optimization, and approximate queries. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,301 | Extreme Visualization: Squeezing a Billion Records into a Million Pixels | 2008 | SIGMOD | 9.0672364e-05 |
| 10,305 | Schuyler: Self-Supervised Clustering of Tables in Relational Databases | 2026 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 89 | Statistical Databases: Characteristics, Problems, and Some Solutions | 1982 | VLDB | 0.0005230007 |
| 511 | Efficiently Publishing Relational Data as XML Documents | 2000 | VLDB | 0.00021384332 |
| 1,598 | Semantic Compression and Pattern Extraction with Fascicles | 1999 | VLDB | 0.00011202905 |
| 2,908 | SPARTAN: A Model-Based Semantic Compression System for Massive Data Tables | 2001 | SIGMOD | 7.9306333e-05 |
| 3,590 | Quotient Cube: How to Summarize the Semantics of a Data Cube | 2002 | VLDB | 6.9421381e-05 |
| 5,795 | SOCQET: Semantic OLAP with Compressed Cube and Summarization | 2003 | SIGMOD | 5.3244898e-05 |
| 7,612 | DBLearn: A System Prototype for Knowledge Discovery in Relational Databases | 1994 | SIGMOD | 4.6961855e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,796 | Summary Graphs for Relational Database Schemas | 2011 | VLDB | 0.00010524897 |
| 4,468 | Comprehensive and Efficient Workload Compression | 2021 | VLDB | 6.1584035e-05 |
| 13,513 | Database Systems Research on Data Mining | 2010 | SIGMOD | - |
| 7,429 | CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases | 2022 | SIGMOD | 4.7320139e-05 |
| 1,100 | Query Optimization In Compressed Database Systems | 2001 | SIGMOD | 0.00014072277 |
| 7,955 | Query-Oriented Summarization of RDF Graphs | 2015 | VLDB | 4.613363e-05 |
| 11,901 | Compact Summaries over Large Datasets | 2015 | PODS | 4.1945683e-05 |
| 1,510 | Summarizing Relational Databases | 2009 | VLDB | 0.00011606901 |
| 10,927 | Computing A Well-Representative Summary of Conjunctive Query Results | 2024 | PODS | 4.1945683e-05 |
| 1,271 | Schema Summarization | 2006 | VLDB | 0.00012923966 |