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Adaptive Ordering of Pipelined Stream Filters

Summary: Adaptive ordering of pipelined stream filters with A-Greedy, an algorithm yielding near-optimal order under stable characteristics. Models for correlated selectivities across filters and a three-way convergence–overhead–adaptivity tradeoff; validated in STREAM. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h6f8f9cd63c62b20e
Venue
SIGMOD
Year
2004
Pagerank
0.00013632674
Overall Rank
827 | 94.45%
DOI
10.1145/1007568.1007615

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{babu_sigmod04,
        title = {{Adaptive Ordering of Pipelined Stream Filters}},
        author = {Babu, Shivnath and Motwani, Rajeev and Munagala, Kamesh and Nishizawa, Itaru and Widom, Jennifer},
        series = {{SIGMOD} '04},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1007568.1007615},
        url = {https://dl.acm.org/doi/10.1145/1007568.1007615},
        year = {2004}
}

Incoming Citations (Sorted by Pagerank)

Showing 37 of 37 citing papers.

Rank Citing Paper Year Venue Pagerank
271 NoScope: Optimizing Neural Network Queries over Video at Scale 2017 VLDB 0.00022560564
281 Accelerating Machine Learning Inference with Probabilistic Predicates 2018 SIGMOD 0.00022295232
717 Finding Related Tables 2012 SIGMOD 0.00014532116
961 RankSQL: Query Algebra and Optimization for Relational Top-k Queries 2005 SIGMOD 0.0001282305
1,034 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012394538
2,347 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.6012176e-05
2,616 Query Optimization over Web Services 2006 VLDB 8.2253465e-05
3,584 Lazy, Adaptive RID-List Intersection, and Its Application to Index Anding 2007 SIGMOD 7.1896153e-05
3,592 Looking Ahead Makes Query Plans Robust: Making the Initial Case with In-Memory Star Schema Data Warehouse Workloads 2017 VLDB 7.1835842e-05
3,969 Optimizing Machine Learning Inference Queries with Correlative Proxy Models 2022 VLDB 6.8899861e-05
4,045 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.8328968e-05
4,106 Content-Based Routing: Different Plans for Different Data 2005 VLDB 6.8032891e-05
4,107 Smurf: Self-Service String Matching Using Random Forests 2019 VLDB 6.8026037e-05
4,472 Flow Algorithms for Two Pipelined Filter Ordering Problems 2006 PODS 6.5844e-05
4,486 Optimization of Continuous Queries with Shared Expensive Filters 2007 PODS 6.5788984e-05
4,621 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 6.4987856e-05
5,199 Exact Cardinality Query Optimization with Bounded Execution Cost 2019 SIGMOD 6.2327836e-05
5,470 A Pay-As-You-Go Framework for Query Execution Feedback 2008 VLDB 6.1182634e-05
5,667 Enabling Incremental Query Re-Optimization 2016 SIGMOD 6.0458446e-05
6,710 Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations and Analysis 2023 VLDB 5.7019157e-05
7,027 Near-Optimal Algorithms for Shared Filter Evaluation in Data Stream Systems 2008 SIGMOD 5.6179837e-05
7,249 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 5.5745603e-05
7,341 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 5.5481233e-05
7,410 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 5.5342768e-05
7,434 StreaMon: An Adaptive Engine for Stream Query Processing 2004 SIGMOD 5.52838e-05
7,462 Update-Pattern-Aware Modeling and Processing of Continuous Queries 2005 SIGMOD 5.521211e-05
8,347 alpha to omega: The Greek Alphabet of Sampling 2020 CIDR 5.350539e-05
8,599 A Generic Flow Algorithm for Shared Filter Ordering Problems 2008 PODS 5.3055205e-05
8,980 Graphsurge: Graph Analytics on View Collections Using Differential Computation 2021 SIGMOD 5.2437006e-05
9,103 STAR: Self-Tuning Aggregation for Scalable Monitoring 2007 VLDB 5.2283159e-05
9,123 Optimization of Multi-Version Expensive Predicates 2007 SIGMOD 5.2254194e-05
9,154 High Performance Stream Query Processing With Correlation-Aware Partitioning 2014 VLDB 5.2176811e-05
9,632 Small Selectivities Matter: Lifting the Burden of Empty Samples 2021 SIGMOD 5.1472849e-05
10,044 Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models 2022 VLDB 5.0921006e-05
11,175 AJOSC: Adaptive Join Order Selection for Continuous Queries 2025 SIGMOD 4.9793485e-05
11,940 Synchronization Schemas 2021 PODS 4.9793485e-05
12,795 Large-Scale Uncertainty Management Systems: Learning and Exploiting Your Data (Tutorial Summary) 2009 SIGMOD 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
25 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00053930011
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00040860054
98 LEO - DB2's LEarning Optimizer 2001 VLDB 0.00034106982
112 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032459277
143 Optimization of Nonrecursive Queries 1986 VLDB 0.00029179719
149 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00028981723
152 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.0002867034
171 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00027011593
200 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.000254553
240 Gigascope: A Stream Database for Network Applications 2003 SIGMOD 0.00023435436
334 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00020691326
424 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.0001848836
451 Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems 2001 SIGMOD 0.00018025073
646 Exploiting Statistics on Query Expressions for Optimization 2002 SIGMOD 0.0001520859
761 Conjunctive Selection Conditions in Main Memory 2002 PODS 0.00014143602
1,108 Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources 2003 VLDB 0.00011991195
2,753 Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams 2003 VLDB 8.0549317e-05
2,983 Optimizing Boolean Expressions in Object Bases 1992 VLDB 7.7839431e-05
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