Peer-to-Peer Similarity Search in Metric Spaces
Summary: Introduces SIMPEER for P2P metric-space similarity search with no data movement, each peer hosting its data. Dynamic peer clustering builds super-peer routing, enabling distributed range and k-NN queries with guarantees to retrieve all similar items while reducing traffic. (summarized by gpt-5-nano on Feb 09 2026)
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 326 | Optimal Histograms with Quality Guarantees | 1998 | VLDB | 0.0002737538 |
| 527 | Self-tuning Histograms: Building Histograms Without Looking at Data | 1999 | SIGMOD | 0.00020862475 |
| 1,350 | Online Balancing of Range-Partitioned Data with Applications to Peer-to-Peer Systems | 2004 | VLDB | 0.00012446023 |
| 1,682 | Approximate Range Selection Queries in Peer-to-Peer Systems | 2003 | CIDR | 0.0001092064 |
| 1,755 | Efficient User-Adaptable Similarity Search in Large Multimedia Databases | 1997 | VLDB | 0.00010661725 |
| 1,808 | A Cost Model for Similarity Queries in Metric Spaces | 1998 | PODS | 0.00010476269 |
| 2,241 | BATON: A Balanced Tree Structure for Peer-to-Peer Networks | 2005 | VLDB | 9.2133573e-05 |
| 3,301 | Indexing the Distance: An Efficient Method to KNN Processing | 2001 | VLDB | 7.2450912e-05 |
| 6,173 | Similarity Search: A Matching Based Approach | 2006 | VLDB | 5.1684255e-05 |
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