Streaming Similarity Self-Join
Summary: Streaming Similarity Self-Join (sssj) over unbounded streams; time-dependent similarity bounds memory by letting similarity decay with arrival-time difference. MB and STR frameworks; STR with an L2-based index (built on L2AP) achieves best scalability across diverse datasets. (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 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,970 | Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model | 2024 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 264 | Efficient Exact Set-Similarity Joins | 2006 | VLDB | 0.00029950264 |
| 442 | Efficient Parallel Set-Similarity Joins Using MapReduce | 2010 | SIGMOD | 0.00023095823 |
| 3,685 | Finding replicated web collections | 2000 | SIGMOD | 6.8392492e-05 |
| 4,210 | Continually Evaluating Similarity-Based Pattern Queries on a Streaming Time Series | 2002 | SIGMOD | 6.3509527e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,240 | Scaling Similarity Joins over Tree-Structured Data | 2015 | VLDB | 5.1362097e-05 |
| 9,326 | Efficient and Accurate SimRank-based Similarity Joins: Experiments, Analysis, and Improvement | 2024 | VLDB | 4.351469e-05 |
| 10,208 | Scalable Clustering Over High Dimensional Vector Streams | 2026 | SIGMOD | 4.1905499e-05 |
| 2,872 | Streaming Similarity Search over one Billion Tweets using Parallel Locality-Sensitive Hashing | 2013 | VLDB | 7.9797548e-05 |
| 5,222 | Similarity Join Size Estimation using Locality Sensitive Hashing | 2011 | VLDB | 5.6180462e-05 |
| 4,953 | Efficient Top-K SimRank-based Similarity Join | 2015 | VLDB | 5.8060034e-05 |
| 3,461 | Leveraging Set Relations in Exact Set Similarity Join | 2017 | VLDB | 7.0696567e-05 |
| 6,469 | Parallel Index-based Stream Join on a Multicore CPU | 2020 | SIGMOD | 5.0448159e-05 |
| 10,933 | Similarity Joins of Sparse Features | 2024 | SIGMOD | 4.1905499e-05 |
| 8,899 | Fast Approximate Similarity Join in Vector Databases | 2025 | SIGMOD | 4.4229886e-05 |