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Dynamic Plan Migration for Continuous Queries Over Data Streams

Summary: Online plan migration for continuous stateful queries (e.g., joins) without pausing or data purge. Presents moving-state and parallel-track strategies, cost models, CAPE integration, and experiments showing workload-dependent gaps in output rate and intermediate storage. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3600
Venue
SIGMOD
Year
2004
Pagerank
7.5216049e-05
Overall Rank
3,321 | 77.22%
DOI
10.1145/1007568.1007617

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{zhu_sigmod04,
        title = {{Dynamic Plan Migration for Continuous Queries Over Data Streams}},
        author = {Zhu, Yali and Rundensteiner, Elke A. and Heineman, George T.},
        series = {{SIGMOD} '04},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1007568.1007617},
        url = {https://dl.acm.org/doi/10.1145/1007568.1007617},
        year = {2004}
}

Incoming Citations (Sorted by Pagerank)

Showing 16 of 16 citing papers.

Rank Citing Paper Year Venue Pagerank
1,005 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.000126998
3,352 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 7.4932699e-05
3,531 Megaphone: Latency-conscious state migration for distributed streaming dataflows 2019 VLDB 7.337549e-05
3,988 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.9720123e-05
4,279 Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines 2020 SIGMOD 6.7865878e-05
5,101 To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams 2021 SIGMOD 6.3642265e-05
5,552 Enabling Incremental Query Re-Optimization 2016 SIGMOD 6.1778488e-05
6,349 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 5.9049304e-05
6,410 A Holistic View of Stream Partitioning Costs 2017 VLDB 5.884019e-05
6,584 E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing 2011 SIGMOD 5.8354359e-05
7,103 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 5.7023779e-05
8,065 Changing Flights in Mid-air: A Model for Safely Modifying Continuous Queries 2011 SIGMOD 5.4942386e-05
8,139 CAPE: Continuous Query Engine with Heterogeneous-Grained Adaptivity 2004 VLDB 5.4803781e-05
9,269 A Dynamically Adaptive Distributed System for Processing Complex Continuous Queries 2005 VLDB 5.295102e-05
9,633 Scabbard: Single-Node Fault-Tolerant Stream Processing 2022 VLDB 5.2434488e-05
10,573 Incremental Stream Query Deployment under Continuous Infrastructure Changes in the Cloud-Edge Continuum 2026 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank Cited Paper Year Venue Pagerank
26 Models and Issues in Data Stream Systems 2002 PODS 0.00052982574
131 Ripple Joins for Online Aggregation 1999 SIGMOD 0.00030424509
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
289 Optimization of Dynamic Query Evaluation Plans 1994 SIGMOD 0.00022278876
770 Parametric Query Optimization 1992 VLDB 0.00014166811
832 Streaming Queries over Streaming Data 2002 VLDB 0.00013736125
1,016 Rate-Based Query Optimization for Streaming Information Sources 2002 SIGMOD 0.00012645699
1,027 Chain: Operator Scheduling for Memory Minimization in Data Stream Systems 2003 SIGMOD 0.00012563656
2,735 Scheduling for shared window joins over data streams 2003 VLDB 8.1896124e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 5,552 Enabling Incremental Query Re-Optimization 2016 SIGMOD
2 1,354 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD
3 5,035 Run-Time Operator State Spilling for Memory Intensive Long-Running Queries 2006 SIGMOD
4 4,596 Static Optimization of Conjunctive Queries with Sliding Windows Over Infinite Streams 2004 SIGMOD
5 3,255 Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams 2003 VLDB
6 4,918 Massive Scale-out of Expensive Continuous Queries 2011 VLDB
7 8,139 CAPE: Continuous Query Engine with Heterogeneous-Grained Adaptivity 2004 VLDB
8 9,269 A Dynamically Adaptive Distributed System for Processing Complex Continuous Queries 2005 VLDB
9 6,528 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB
10 7,321 Update-Pattern-Aware Modeling and Processing of Continuous Queries 2005 SIGMOD