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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
3525
Venue
SIGMOD
Year
2003
Pagerank
0.00014627248
Overall Rank
722 | 95.05%
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 36 of 36 citing papers.

Rank Citing Paper Year Venue Pagerank
550 Distributed Top-K Monitoring 2003 SIGMOD 0.0001663758
1,045 Sketching Streams Through the Net: Distributed Approximate Query Tracking 2005 VLDB 0.00012440928
1,433 Communication-Efficient Distributed Monitoring of Thresholded Counts 2006 SIGMOD 0.0001080304
1,676 Feeding Frenzy: Selectively Materializing Users' Event Feeds 2010 SIGMOD 0.00010034449
1,688 Online Piece-wise Linear Approximation of Numerical Streams with Precision Guarantees 2009 VLDB 0.00010003536
1,789 Fault-Tolerance in the Borealis Distributed Stream Processing System 2005 SIGMOD 9.7502324e-05
2,340 Online Outlier Detection in Sensor Data Using Non-Parametric Models 2006 VLDB 8.7246796e-05
2,406 Holistic Aggregates in a Networked World: Distributed Tracking of Approximate Quantiles 2005 SIGMOD 8.6187297e-05
2,596 A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams 2006 SIGMOD 8.3627764e-05
3,034 Compressing Historical Information in Sensor Networks 2004 SIGMOD 7.8302786e-05
3,832 Optimal Tracking of Distributed Heavy Hitters and Quantiles 2009 PODS 7.0856664e-05
4,496 Sim-Piece: Highly Accurate Piecewise Linear Approximation through Similar Segment Merging 2023 VLDB 6.6622617e-05
4,989 Shape Sensitive Geometric Monitoring 2008 PODS 6.4106441e-05
5,255 At-the-time and Back-in-time Persistent Sketches 2021 SIGMOD 6.2982495e-05
5,318 Cleaning Uncertain Data with Quality Guarantees 2008 VLDB 6.2672687e-05
5,516 Distributed Set-Expression Cardinality Estimation 2004 VLDB 6.1895841e-05
6,033 Load Shedding in Stream Databases: A Control-Based Approach 2006 VLDB 5.9998228e-05
6,060 Finding Global Icebergs over Distributed Data Sets 2006 PODS 5.9914746e-05
6,062 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.9906826e-05
6,863 Explore or Exploit? Effective Strategies for Disambiguating Large Databases 2010 VLDB 5.7514261e-05
6,871 Continuous Distributed Counting for Non-monotonic Streams 2012 PODS 5.7496345e-05
7,027 Adaptive Stream Filters for Entity-based Queries with Non-Value Tolerance 2005 VLDB 5.7231968e-05
7,284 Streaming in a Connected World: Querying and Tracking Distributed Data Streams 2007 SIGMOD 5.6560822e-05
7,713 Sketch-based Querying of Distributed Sliding-Window Data Streams 2012 VLDB 5.5610113e-05
7,752 Sketch-based Geometric Monitoring of Distributed Stream Queries 2013 VLDB 5.5521918e-05
8,029 Distributed Threshold Querying of General Functions by a Difference of Monotonic Representation 2011 VLDB 5.5045998e-05
8,147 Adaptive Execution of Variable-Accuracy Functions 2006 VLDB 5.4788421e-05
8,324 THEMIS: Fairness in Federated Stream Processing under Overload 2016 SIGMOD 5.4539042e-05
8,501 Prediction-Based Geometric Monitoring Over Distributed Data Streams 2012 SIGMOD 5.4132745e-05
8,940 STAR: Self-Tuning Aggregation for Scalable Monitoring 2007 VLDB 5.3483178e-05
12,293 Ratio Threshold Queries over Distributed Data Sources 2013 VLDB 5.093636e-05
12,415 Processing Continuous Join Queries in Sensor Networks: a Filtering Approach 2010 SIGMOD 5.093636e-05
12,498 Minimizing the Communication Cost for Continuous Skyline Maintenance 2009 SIGMOD 5.093636e-05
12,578 LEE WAVE: Level-Wise Distribution of Wavelet Coefficients for Processing kNN Queries over Distributed Streams 2008 VLDB 5.093636e-05
12,673 Suppression and Failures in Sensor Networks: A Bayesian Approach 2007 VLDB 5.093636e-05
12,728 Predicate Result Range Caching for Continuous Queries 2005 SIGMOD 5.093636e-05
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