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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
3537
Venue
SIGMOD
Year
2004
Pagerank
0.00014470785
Overall Rank
1,041 | 92.77%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 37 of 37 citing papers.

Rank Citing Paper Year Venue Pagerank
317 NoScope: Optimizing Neural Network Queries over Video at Scale 2017 VLDB 0.0002798145
332 Accelerating Machine Learning Inference with Probabilistic Predicates 2018 SIGMOD 0.00027173479
814 Finding Related Tables 2012 SIGMOD 0.00016298739
1,207 RankSQL: Query Algebra and Optimization for Relational Top-k Queries 2005 SIGMOD 0.0001327437
1,430 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.0001202506
2,103 Query Optimization over Web Services 2006 VLDB 9.535409e-05
2,706 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.2655235e-05
3,699 Lazy, Adaptive RID-List Intersection, and Its Application to Index Anding 2007 SIGMOD 6.827026e-05
4,267 Flow Algorithms for Two Pipelined Filter Ordering Problems 2006 PODS 6.2995545e-05
4,272 Looking Ahead Makes Query Plans Robust: Making the Initial Case with In-Memory Star Schema Data Warehouse Workloads 2017 VLDB 6.2933353e-05
4,381 Optimization of Continuous Queries with Shared Expensive Filters 2007 PODS 6.2323251e-05
4,397 Smurf: Self-Service String Matching Using Random Forests 2019 VLDB 6.2142485e-05
4,618 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.039398e-05
4,890 Content-Based Routing: Different Plans for Different Data 2005 VLDB 5.8477169e-05
5,062 Optimizing Machine Learning Inference Queries with Correlative Proxy Models 2022 VLDB 5.7172262e-05
5,091 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 5.7010894e-05
5,676 A Pay-As-You-Go Framework for Query Execution Feedback 2008 VLDB 5.3768269e-05
5,696 Exact Cardinality Query Optimization with Bounded Execution Cost 2019 SIGMOD 5.367449e-05
5,737 Enabling Incremental Query Re-Optimization 2016 SIGMOD 5.3459609e-05
6,813 Near-Optimal Algorithms for Shared Filter Evaluation in Data Stream Systems 2008 SIGMOD 4.9135157e-05
7,011 Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations and Analysis 2023 VLDB 4.8583284e-05
7,105 StreaMon: An Adaptive Engine for Stream Query Processing 2004 SIGMOD 4.8252304e-05
7,280 Update-Pattern-Aware Modeling and Processing of Continuous Queries 2005 SIGMOD 4.7718173e-05
7,316 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 4.7594979e-05
7,461 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 4.7193668e-05
8,247 A Generic Flow Algorithm for Shared Filter Ordering Problems 2008 PODS 4.5454359e-05
8,345 alpha to omega: The Greek Alphabet of Sampling 2020 CIDR 4.5361313e-05
8,767 STAR: Self-Tuning Aggregation for Scalable Monitoring 2007 VLDB 4.4520434e-05
8,792 Graphsurge: Graph Analytics on View Collections Using Differential Computation 2021 SIGMOD 4.4457318e-05
8,866 Optimization of Multi-Version Expensive Predicates 2007 SIGMOD 4.4281817e-05
8,986 High Performance Stream Query Processing With Correlation-Aware Partitioning 2014 VLDB 4.4128163e-05
9,191 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 4.3738237e-05
9,387 Small Selectivities Matter: Lifting the Burden of Empty Samples 2021 SIGMOD 4.341968e-05
9,788 Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models 2022 VLDB 4.2799988e-05
10,478 AJOSC: Adaptive Join Order Selection for Continuous Queries 2025 SIGMOD 4.1905499e-05
11,438 Synchronization Schemas 2021 PODS 4.1905499e-05
12,319 Large-Scale Uncertainty Management Systems: Learning and Exploiting Your Data (Tutorial Summary) 2009 SIGMOD 4.1905499e-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
41 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00073944756
116 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00046191288
143 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041688468
144 Optimization of Nonrecursive Queries 1986 VLDB 0.00041430126
181 LEO - DB2's LEarning Optimizer 2001 VLDB 0.00036970794
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035402379
204 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00034696955
221 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00033182072
244 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00031037999
324 Gigascope: A Stream Database for Network Applications 2003 SIGMOD 0.00027465124
396 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00024439334
457 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.00022699974
497 Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems 2001 SIGMOD 0.00021667647
786 Exploiting Statistics on Query Expressions for Optimization 2002 SIGMOD 0.00016624743
790 Conjunctive Selection Conditions in Main Memory 2002 PODS 0.0001659522
1,233 Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources 2003 VLDB 0.0001312635
2,455 Optimizing Boolean Expressions in Object Bases 1992 VLDB 8.7667904e-05
3,664 Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams 2003 VLDB 6.8645092e-05
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