A Dynamically Adaptive Distributed System for Processing Complex Continuous Queries
Summary: D-CAPE adaptively balances work and state across distributed operators, including stateful multi-input joins. It combines spilling with cross-machine query-plan reshaping to sustain complex continuous queries under resource pressure. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Bin Liu (Worcester Polytechnic Institute)
- 2. Yali Zhu (Worcester Polytechnic Institute)
- 3. Mariana Jbantova (Worcester Polytechnic Institute)
- 4. Bradley Momberger (Worcester Polytechnic Institute)
- 5. Elke A. Rundensteiner (Worcester Polytechnic Institute)
BibTeX Citation
@article{liu_vldb05,
title = {{A Dynamically Adaptive Distributed System for Processing Complex Continuous Queries}},
author = {Liu, Bin and Zhu, Yali and Jbantova, Mariana and Momberger, Bradley and Rundensteiner, Elke A.},
journal = {PVLDB},
series = {{VLDB} '05},
pages = {1338--1341},
year = {2005}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,017 | Massive Scale-out of Expensive Continuous Queries | 2011 | VLDB | 6.3114443e-05 |
| 5,106 | Run-Time Operator State Spilling for Memory Intensive Long-Running Queries | 2006 | SIGMOD | 6.2694868e-05 |
| 6,611 | Revisiting Pipelined Parallelism in Multi-Join Query Processing | 2005 | VLDB | 5.7332921e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 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 | 0.00052097907 |
| 93 | Encapsulation of Parallelism in the Volcano Query Processing System | 1990 | SIGMOD | 0.00034607573 |
| 127 | The Design of the Borealis Stream Processing Engine | 2005 | CIDR | 0.00030414379 |
| 3,371 | Dynamic Plan Migration for Continuous Queries Over Data Streams | 2004 | SIGMOD | 7.3659127e-05 |
| 6,611 | Revisiting Pipelined Parallelism in Multi-Join Query Processing | 2005 | VLDB | 5.7332921e-05 |
| 8,274 | CAPE: Continuous Query Engine with Heterogeneous-Grained Adaptivity | 2004 | VLDB | 5.3623626e-05 |
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| 5 | 6,659 | State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries | 2006 | VLDB |
| 6 | 200 | Continuously Adaptive Continuous Queries over Streams | 2002 | SIGMOD |
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