Approximately Detecting Duplicates for Streaming Data using Stable Bloom Filters
Summary: Proposes Stable Bloom Filter (SBF), a fixed-space bitmap-sketch for approximate duplicate detection in streams by evicting stale entries. Analytical FPR bound is tight; experiments show SBF outperforms baselines in accuracy and speed at small space. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Fan Deng
- 2. Davood Rafiei
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,469 | Morton Filters: Faster, Space-Efficient Cuckoo Filters via Biasing, Compression, and Decoupled Logical Sparsity | 2018 | VLDB | 8.7255912e-05 |
| 4,448 | Stable Learned Bloom Filters for Data Streams | 2020 | VLDB | 6.1741316e-05 |
| 4,993 | Stacked Filters: Learning to Filter by Structure | 2021 | VLDB | 5.7749409e-05 |
| 8,019 | Streaming Quotient Filter: A Near Optimal Approximate Duplicate Detection Approach for Data Streams | 2013 | VLDB | 4.6006992e-05 |
| 8,634 | Building Fast and Compact Sketches for Approximately Multi-Set Multi-Membership Querying | 2021 | SIGMOD | 4.4758632e-05 |
| 11,224 | A Learned Cuckoo Filter for Approximate Membership Queries over Variable-sized Sliding Windows on Data Streams | 2023 | SIGMOD | 4.1905499e-05 |
| 11,959 | Tracking the Conductance of Rapidly Evolving Topic-Subgraphs | 2015 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 12 of 12 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 41 | NiagaraCQ: A Scalable Continuous Query System for Internet Databases | 2000 | SIGMOD | 0.00073944756 |
| 43 | Models and Issues in Data Stream Systems | 2002 | PODS | 0.00072660894 |
| 143 | TelegraphCQ: Continuous Dataflow Processing for an Uncertain World | 2003 | CIDR | 0.00041688468 |
| 168 | Approximate Frequency Counts over Data Streams | 2002 | VLDB | 0.0003915627 |
| 204 | Monitoring Streams – A New Class of Data Management Applications | 2002 | VLDB | 0.00034696955 |
| 279 | Eliminating Fuzzy Duplicates in Data Warehouses | 2002 | VLDB | 0.00029141798 |
| 324 | Gigascope: A Stream Database for Network Applications | 2003 | SIGMOD | 0.00027465124 |
| 723 | Load Shedding in a Data Stream Manager | 2003 | VLDB | 0.00017493042 |
| 778 | Spectral Bloom Filters | 2003 | SIGMOD | 0.00016729191 |
| 2,094 | Maintaining Time-Decaying Stream Aggregates | 2003 | PODS | 9.5556069e-05 |
| 2,591 | DogmatiX Tracks down Duplicates in XML | 2005 | SIGMOD | 8.4851409e-05 |
| 3,123 | Comparing Data Streams Using Hamming Norms (How to Zero In) | 2002 | VLDB | 7.5270618e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,829 | Prefix Filter: Practically and Theoretically Better Than Bloom | 2022 | VLDB | 4.9083308e-05 |
| 4,883 | Approximately Counting Triangles in Large Graph Streams Including Edge Duplicates with a Fixed Memory Usage | 2018 | VLDB | 5.8519327e-05 |
| 831 | Finding Frequent Items in Data Streams | 2008 | VLDB | 0.00016094846 |
| 8,179 | A Shifting Bloom Filter Framework for Set Queries | 2016 | VLDB | 4.5628742e-05 |
| 11,841 | Streaming Algorithms for Robust Distinct Elements | 2016 | SIGMOD | 4.1905499e-05 |
| 4,993 | Stacked Filters: Learning to Filter by Structure | 2021 | VLDB | 5.7749409e-05 |
| 5,338 | Persistent Bloom Filter: Membership Testing for the Entire History | 2018 | SIGMOD | 5.5608985e-05 |
| 778 | Spectral Bloom Filters | 2003 | SIGMOD | 0.00016729191 |
| 4,448 | Stable Learned Bloom Filters for Data Streams | 2020 | VLDB | 6.1741316e-05 |
| 8,019 | Streaming Quotient Filter: A Near Optimal Approximate Duplicate Detection Approach for Data Streams | 2013 | VLDB | 4.6006992e-05 |