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Adaptive Filters for Continuous Queries over Distributed Data Streams

Summary: Adaptive filters at remote sources reduce communication for continuous queries while preserving precision. Dynamic per-query precision enables a multi-query workload; experiments show reduced traffic with similar accuracy. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h0b8e54de4ba50bad
Venue
SIGMOD
Year
2003
Pagerank
0.00014367765
Overall Rank
735 | 95.07%
DOI
10.1145/872757.872825

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{olston_sigmod03,
        title = {{Adaptive Filters for Continuous Queries over Distributed Data Streams}},
        author = {Olston, Chris and Jiang, Jing and Widom, Jennifer},
        series = {{SIGMOD} '03},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/872757.872825},
        url = {https://dl.acm.org/doi/10.1145/872757.872825},
        year = {2003}
}

Incoming Citations (Sorted by Pagerank)

Showing 37 of 37 citing papers.

Rank Citing Paper Year Venue Pagerank
565 Distributed Top-K Monitoring 2003 SIGMOD 0.00016288995
1,067 Sketching Streams Through the Net: Distributed Approximate Query Tracking 2005 VLDB 0.00012187242
1,470 Communication-Efficient Distributed Monitoring of Thresholded Counts 2006 SIGMOD 0.00010555702
1,701 Feeding Frenzy: Selectively Materializing Users' Event Feeds 2010 SIGMOD 9.8324792e-05
1,714 Online Piece-wise Linear Approximation of Numerical Streams with Precision Guarantees 2009 VLDB 9.8119635e-05
1,829 Fault-Tolerance in the Borealis Distributed Stream Processing System 2005 SIGMOD 9.5470848e-05
2,360 Online Outlier Detection in Sensor Data Using Non-Parametric Models 2006 VLDB 8.5774153e-05
2,465 Holistic Aggregates in a Networked World: Distributed Tracking of Approximate Quantiles 2005 SIGMOD 8.4213787e-05
2,649 A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams 2006 SIGMOD 8.1716272e-05
3,094 Compressing Historical Information in Sensor Networks 2004 SIGMOD 7.6528924e-05
3,918 Optimal Tracking of Distributed Heavy Hitters and Quantiles 2009 PODS 6.9234041e-05
4,595 Sim-Piece: Highly Accurate Piecewise Linear Approximation through Similar Segment Merging 2023 VLDB 6.5097157e-05
5,120 Shape Sensitive Geometric Monitoring 2008 PODS 6.2639656e-05
5,176 Cleaning Uncertain Data with Quality Guarantees 2008 VLDB 6.2400289e-05
5,379 At-the-time and Back-in-time Persistent Sketches 2021 SIGMOD 6.1540191e-05
5,655 Distributed Set-Expression Cardinality Estimation 2004 VLDB 6.0478521e-05
6,162 Load Shedding in Stream Databases: A Control-Based Approach 2006 VLDB 5.8624264e-05
6,191 Finding Global Icebergs over Distributed Data Sets 2006 PODS 5.8543576e-05
6,194 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.8534955e-05
6,975 Explore or Exploit? Effective Strategies for Disambiguating Large Databases 2010 VLDB 5.6277347e-05
7,017 Continuous Distributed Counting for Non-monotonic Streams 2012 PODS 5.6179674e-05
7,171 Adaptive Stream Filters for Entity-based Queries with Non-Value Tolerance 2005 VLDB 5.5921409e-05
7,434 Streaming in a Connected World: Querying and Tracking Distributed Data Streams 2007 SIGMOD 5.5267207e-05
7,875 Sketch-based Querying of Distributed Sliding-Window Data Streams 2012 VLDB 5.4336639e-05
7,921 Sketch-based Geometric Monitoring of Distributed Stream Queries 2013 VLDB 5.4250462e-05
8,197 Distributed Threshold Querying of General Functions by a Difference of Monotonic Representation 2011 VLDB 5.378544e-05
8,322 Adaptive Execution of Variable-Accuracy Functions 2006 VLDB 5.3534332e-05
8,498 THEMIS: Fairness in Federated Stream Processing under Overload 2016 SIGMOD 5.32902e-05
8,676 Prediction-Based Geometric Monitoring Over Distributed Data Streams 2012 SIGMOD 5.2893101e-05
9,113 STAR: Self-Tuning Aggregation for Scalable Monitoring 2007 VLDB 5.2258409e-05
10,950 Ultron: History-Based Query Optimization at Databricks 2026 VLDB 4.9769913e-05
12,590 Ratio Threshold Queries over Distributed Data Sources 2013 VLDB 4.9769913e-05
12,712 Processing Continuous Join Queries in Sensor Networks: a Filtering Approach 2010 SIGMOD 4.9769913e-05
12,794 Minimizing the Communication Cost for Continuous Skyline Maintenance 2009 SIGMOD 4.9769913e-05
12,874 LEE WAVE: Level-Wise Distribution of Wavelet Coefficients for Processing kNN Queries over Distributed Streams 2008 VLDB 4.9769913e-05
12,969 Suppression and Failures in Sensor Networks: A Bayesian Approach 2007 VLDB 4.9769913e-05
13,024 Predicate Result Range Caching for Continuous Queries 2005 SIGMOD 4.9769913e-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.

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