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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
0.0001432185
Overall Rank
738 | 95.06%
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 0.00016238411
1,070 Sketching Streams Through the Net: Distributed Approximate Query Tracking 2005 VLDB 0.0001215545
1,471 Communication-Efficient Distributed Monitoring of Thresholded Counts 2006 SIGMOD 0.00010529345
1,705 Feeding Frenzy: Selectively Materializing Users' Event Feeds 2010 SIGMOD 9.8056169e-05
1,723 Online Piece-wise Linear Approximation of Numerical Streams with Precision Guarantees 2009 VLDB 9.7807441e-05
1,841 Fault-Tolerance in the Borealis Distributed Stream Processing System 2005 SIGMOD 9.5155524e-05
2,364 Online Outlier Detection in Sensor Data Using Non-Parametric Models 2006 VLDB 8.5549846e-05
2,472 Holistic Aggregates in a Networked World: Distributed Tracking of Approximate Quantiles 2005 SIGMOD 8.3988741e-05
2,658 A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams 2006 SIGMOD 8.1455298e-05
3,106 Compressing Historical Information in Sensor Networks 2004 SIGMOD 7.6276487e-05
3,932 Optimal Tracking of Distributed Heavy Hitters and Quantiles 2009 PODS 6.900511e-05
4,610 Sim-Piece: Highly Accurate Piecewise Linear Approximation through Similar Segment Merging 2023 VLDB 6.4882187e-05
5,140 Shape Sensitive Geometric Monitoring 2008 PODS 6.2436669e-05
5,194 Cleaning Uncertain Data with Quality Guarantees 2008 VLDB 6.2200717e-05
5,399 At-the-time and Back-in-time Persistent Sketches 2021 SIGMOD 6.1336701e-05
5,666 Distributed Set-Expression Cardinality Estimation 2004 VLDB 6.0281748e-05
6,178 Load Shedding in Stream Databases: A Control-Based Approach 2006 VLDB 5.8430416e-05
6,201 Finding Global Icebergs over Distributed Data Sets 2006 PODS 5.8350139e-05
6,204 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.8341402e-05
6,990 Explore or Exploit? Effective Strategies for Disambiguating Large Databases 2010 VLDB 5.6105767e-05
7,037 Continuous Distributed Counting for Non-monotonic Streams 2012 PODS 5.5993909e-05
7,192 Adaptive Stream Filters for Entity-based Queries with Non-Value Tolerance 2005 VLDB 5.5736733e-05
7,435 Streaming in a Connected World: Querying and Tracking Distributed Data Streams 2007 SIGMOD 5.5132769e-05
7,889 Sketch-based Querying of Distributed Sliding-Window Data Streams 2012 VLDB 5.4159519e-05
7,935 Sketch-based Geometric Monitoring of Distributed Stream Queries 2013 VLDB 5.4071076e-05
8,213 Distributed Threshold Querying of General Functions by a Difference of Monotonic Representation 2011 VLDB 5.3607592e-05
8,337 Adaptive Execution of Variable-Accuracy Functions 2006 VLDB 5.3357365e-05
8,514 THEMIS: Fairness in Federated Stream Processing under Overload 2016 SIGMOD 5.311399e-05
8,694 Prediction-Based Geometric Monitoring Over Distributed Data Streams 2012 SIGMOD 5.2718203e-05
9,132 STAR: Self-Tuning Aggregation for Scalable Monitoring 2007 VLDB 5.208561e-05
11,011 Ultron: History-Based Query Optimization at Databricks 2026 VLDB 4.9605343e-05
12,633 Ratio Threshold Queries over Distributed Data Sources 2013 VLDB 4.9605343e-05
12,755 Processing Continuous Join Queries in Sensor Networks: a Filtering Approach 2010 SIGMOD 4.9605343e-05
12,837 Minimizing the Communication Cost for Continuous Skyline Maintenance 2009 SIGMOD 4.9605343e-05
12,917 LEE WAVE: Level-Wise Distribution of Wavelet Coefficients for Processing kNN Queries over Distributed Streams 2008 VLDB 4.9605343e-05
13,011 Suppression and Failures in Sensor Networks: A Bayesian Approach 2007 VLDB 4.9605343e-05
13,066 Predicate Result Range Caching for Continuous Queries 2005 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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