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Continuously Adaptive Continuous Queries over Streams

Summary: CACQ on the eddy framework adapts continuously, enabling cross-query sharing of operators and join state at fine granularity. It adds a grouped-filter index and relaxes strict relational-algebra sharing to boost CQ performance versus prior approaches. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3338
Venue
SIGMOD
Year
2002
Pagerank
0.0002632985
Overall Rank
190 | 98.69%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 50 of 68 citing papers.

Rank Citing Paper Year Venue Pagerank
27 Models and Issues in Data Stream Systems 2002 PODS 0.00053371163
106 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.0003346111
146 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00029591767
165 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00027970155
379 QPipe: A Simultaneously Pipelined Relational Query Engine 2005 SIGMOD 0.00019697147
545 Distributed Top-K Monitoring 2003 SIGMOD 0.00016837063
714 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014806566
795 Adaptive Ordering of Pipelined Stream Filters 2004 SIGMOD 0.00014006175
799 The Design of an Acquisitional Query Processor For Sensor Networks 2003 SIGMOD 0.00013973755
809 Streaming Queries over Streaming Data 2002 VLDB 0.00013943032
984 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.00012898845
1,007 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012770178
1,010 Chain: Operator Scheduling for Memory Minimization in Data Stream Systems 2003 SIGMOD 0.00012763395
1,063 A Transducer-Based XML Query Processor 2002 VLDB 0.00012446326
1,079 Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources 2003 VLDB 0.00012396873
1,246 Resource Sharing in Continuous Sliding-Window Aggregates 2004 VLDB 0.00011574841
1,334 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.00011221228
1,376 Approximate Join Processing Over Data Streams 2003 SIGMOD 0.00011080787
2,295 Query Processing for High-Volume XML Message Brokering 2003 VLDB 8.8720526e-05
2,362 Design, Implementation, and Evaluation of the Linear Road Benchmark on the Stream Processing Core 2006 SIGMOD 8.7652333e-05
2,469 Tuple Routing Strategies for Distributed Eddies 2003 VLDB 8.6129169e-05
2,568 A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams 2006 SIGMOD 8.4710513e-05
2,749 Data Provenance at Internet Scale: Architecture, Experiences, and the Road Ahead 2017 CIDR 8.2312366e-05
2,771 Continuous Queries in Oracle 2007 VLDB 8.20918e-05
2,944 Adapting to Source Properties in Processing Data Integration Queries 2004 SIGMOD 7.990048e-05
3,202 Micro Adaptivity in Vectorwise 2013 SIGMOD 7.7168717e-05
3,223 Dynamic Plan Migration for Continuous Queries Over Data Streams 2004 SIGMOD 7.6943383e-05
3,293 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 7.6147948e-05
3,883 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 7.1052819e-05
3,931 Adaptive Query Processing in the Looking Glass 2005 CIDR 7.0767875e-05
3,947 The Case for Precision Sharing 2004 VLDB 7.0704609e-05
3,990 On the Database/Network Interface in Large-Scale Publish/Subscribe Systems 2006 SIGMOD 7.043106e-05
4,219 Lifting the Burden of History from Adaptive Query Processing 2004 VLDB 6.887396e-05
4,391 Optimization of Continuous Queries with Shared Expensive Filters 2007 PODS 6.7888687e-05
4,439 To Share or Not to Share? 2007 VLDB 6.7592478e-05
4,547 Multiple Aggregations Over Data Streams 2005 SIGMOD 6.7031022e-05
4,550 Static Optimization of Conjunctive Queries with Sliding Windows Over Infinite Streams 2004 SIGMOD 6.7027285e-05
4,887 Query Languages and Data Models for Database Sequences and Data Streams 2004 VLDB 6.5250474e-05
4,975 Run-Time Operator State Spilling for Memory Intensive Long-Running Queries 2006 SIGMOD 6.4874091e-05
4,980 Shape Sensitive Geometric Monitoring 2008 PODS 6.4855371e-05
5,027 To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams 2021 SIGMOD 6.4627937e-05
5,205 Adaptive, Hands-Off Stream Mining 2003 VLDB 6.3873066e-05
5,638 FluxQuery: An Execution Framework for Highly Interactive Query Workloads 2016 SIGMOD 6.2031524e-05
5,863 End-to-End Support for Joins in Large-Scale Publish/Subscribe Systems 2008 VLDB 6.1236214e-05
6,403 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 5.952729e-05
6,503 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB 5.914965e-05
6,571 CrocodileDB: Efficient Database Execution through Intelligent Deferment 2020 CIDR 5.8935326e-05
6,683 In-Network Execution of Monitoring Queries in Sensor Networks 2007 SIGMOD 5.8621947e-05
6,817 Near-Optimal Algorithms for Shared Filter Evaluation in Data Stream Systems 2008 SIGMOD 5.8233185e-05
6,888 Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries 2023 SIGMOD 5.8154414e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank Cited Paper Year Venue Pagerank
1 Access Path Selection in a Relational Database Management System 1979 SIGMOD 0.0024179717
22 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00055779316
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00041541642
127 Efficient and Extensible Algorithms for Multi Query Optimization 2000 SIGMOD 0.00031128834
211 An Evaluation of Non-Equijoin Algorithms 1991 VLDB 0.00025098744
323 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00021265144
361 Continuous Queries over Append-Only Databases 1992 SIGMOD 0.00020224615
409 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.0001903673
633 The Design and Implementation of a Sequence Database System 1996 VLDB 0.00015652963
910 Materialized View Selection and Maintenance Using Multi-Query Optimization 2001 SIGMOD 0.00013343209
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
3,931 Adaptive Query Processing in the Looking Glass 2005 CIDR 7.0767875e-05
519 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 0.00017234567
4,219 Lifting the Burden of History from Adaptive Query Processing 2004 VLDB 6.887396e-05
7,198 Update-Pattern-Aware Modeling and Processing of Continuous Queries 2005 SIGMOD 5.7322462e-05
7,928 Changing Flights in Mid-air: A Model for Safely Modifying Continuous Queries 2011 SIGMOD 5.5817734e-05
714 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014806566
2,771 Continuous Queries in Oracle 2007 VLDB 8.20918e-05
9,871 Continuous Query Processing in Data Streams Using Duality of Data and Queries 2006 SIGMOD 5.255842e-05
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00041541642
106 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.0003346111