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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
3598
Venue
SIGMOD
Year
2004
Pagerank
0.00013846487
Overall Rank
813 | 94.43%
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
284 NoScope: Optimizing Neural Network Queries over Video at Scale 2017 VLDB 0.00022370521
295 Accelerating Machine Learning Inference with Probabilistic Predicates 2018 SIGMOD 0.00022238183
739 Finding Related Tables 2012 SIGMOD 0.0001448231
973 RankSQL: Query Algebra and Optimization for Relational Top-k Queries 2005 SIGMOD 0.00012874284
1,022 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012602841
2,414 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.6078841e-05
2,578 Query Optimization over Web Services 2006 VLDB 8.3919147e-05
3,524 Lazy, Adaptive RID-List Intersection, and Its Application to Index Anding 2007 SIGMOD 7.3448437e-05
3,571 Looking Ahead Makes Query Plans Robust: Making the Initial Case with In-Memory Star Schema Data Warehouse Workloads 2017 VLDB 7.2991953e-05
3,988 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.9720123e-05
4,023 Smurf: Self-Service String Matching Using Random Forests 2019 VLDB 6.949387e-05
4,114 Optimizing Machine Learning Inference Queries with Correlative Proxy Models 2022 VLDB 6.8941194e-05
4,383 Content-Based Routing: Different Plans for Different Data 2005 VLDB 6.7329787e-05
4,421 Flow Algorithms for Two Pipelined Filter Ordering Problems 2006 PODS 6.713113e-05
4,441 Optimization of Continuous Queries with Shared Expensive Filters 2007 PODS 6.7021508e-05
4,588 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 6.6167545e-05
5,137 Exact Cardinality Query Optimization with Bounded Execution Cost 2019 SIGMOD 6.3507372e-05
5,365 A Pay-As-You-Go Framework for Query Execution Feedback 2008 VLDB 6.2462467e-05
5,552 Enabling Incremental Query Re-Optimization 2016 SIGMOD 6.1778488e-05
6,593 Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations and Analysis 2023 VLDB 5.8297039e-05
6,901 Near-Optimal Algorithms for Shared Filter Evaluation in Data Stream Systems 2008 SIGMOD 5.742719e-05
7,103 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 5.7023779e-05
7,213 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 5.670422e-05
7,296 StreaMon: An Adaptive Engine for Stream Query Processing 2004 SIGMOD 5.6531151e-05
7,321 Update-Pattern-Aware Modeling and Processing of Continuous Queries 2005 SIGMOD 5.6454313e-05
8,183 alpha to omega: The Greek Alphabet of Sampling 2020 CIDR 5.4714466e-05
8,437 A Generic Flow Algorithm for Shared Filter Ordering Problems 2008 PODS 5.4252897e-05
8,494 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 5.4142129e-05
8,830 Graphsurge: Graph Analytics on View Collections Using Differential Computation 2021 SIGMOD 5.3611079e-05
8,940 STAR: Self-Tuning Aggregation for Scalable Monitoring 2007 VLDB 5.3483178e-05
8,980 Optimization of Multi-Version Expensive Predicates 2007 SIGMOD 5.3398545e-05
8,996 High Performance Stream Query Processing With Correlation-Aware Partitioning 2014 VLDB 5.3357805e-05
9,455 Small Selectivities Matter: Lifting the Burden of Empty Samples 2021 SIGMOD 5.2653318e-05
9,882 Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models 2022 VLDB 5.2040783e-05
10,749 AJOSC: Adaptive Join Order Selection for Continuous Queries 2025 SIGMOD 5.093636e-05
11,633 Synchronization Schemas 2021 PODS 5.093636e-05
12,505 Large-Scale Uncertainty Management Systems: Learning and Exploiting Your Data (Tutorial Summary) 2009 SIGMOD 5.093636e-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 0.00054667018
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00041071971
100 LEO - DB2's LEarning Optimizer 2001 VLDB 0.00034385207
111 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032990214
143 Optimization of Nonrecursive Queries 1986 VLDB 0.0002959213
150 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00029208207
151 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00029161879
167 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.0002757283
193 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00025964286
230 Gigascope: A Stream Database for Network Applications 2003 SIGMOD 0.00023891474
328 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00021081317
419 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.0001879684
441 Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems 2001 SIGMOD 0.00018407547
664 Exploiting Statistics on Query Expressions for Optimization 2002 SIGMOD 0.00015167825
771 Conjunctive Selection Conditions in Main Memory 2002 PODS 0.00014161995
1,093 Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources 2003 VLDB 0.00012218435
2,923 Optimizing Boolean Expressions in Object Bases 1992 VLDB 7.9578414e-05
3,255 Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams 2003 VLDB 7.591663e-05
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