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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
3538
Venue
SIGMOD
Year
2004
Pagerank
6.7804871e-05
Overall Rank
3,761 | 73.84%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 16 of 16 citing papers.

Rank Citing Paper Year Venue Pagerank
1,418 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.00012089363
4,007 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 6.5397067e-05
4,044 Megaphone: Latency-conscious state migration for distributed streaming dataflows 2019 VLDB 6.4995312e-05
4,617 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.0446738e-05
4,795 Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines 2020 SIGMOD 5.9158043e-05
5,489 To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams 2021 SIGMOD 5.4782335e-05
5,727 Enabling Incremental Query Re-Optimization 2016 SIGMOD 5.3510544e-05
6,629 A Holistic View of Stream Partitioning Costs 2017 VLDB 4.9880986e-05
6,648 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 4.9771723e-05
6,875 E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing 2011 SIGMOD 4.8978754e-05
7,318 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 4.7638874e-05
7,860 CAPE: Continuous Query Engine with Heterogeneous-Grained Adaptivity 2004 VLDB 4.6341054e-05
7,893 Changing Flights in Mid-air: A Model for Safely Modifying Continuous Queries 2011 SIGMOD 4.6240987e-05
9,086 A Dynamically Adaptive Distributed System for Processing Complex Continuous Queries 2005 VLDB 4.3994402e-05
9,496 Scabbard: Single-Node Fault-Tolerant Stream Processing 2022 VLDB 4.3341665e-05
10,274 Incremental Stream Query Deployment under Continuous Infrastructure Changes in the Cloud-Edge Continuum 2026 VLDB 4.1945683e-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.

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