CAPE: Continuous Query Engine with Heterogeneous-Grained Adaptivity
Summary: CAPE enables exact continuous-query processing under dynamic streams via heterogeneous-grained adaptivity spanning operators, plans, and the system. It combines metadata-aware operators, online reoptimization and migration, adaptive scheduling, and distributed execution to meet changing resources and QoS. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Elke A. Rundensteiner (Worcester Polytechnic Institute)
- 2. Luping Ding (Worcester Polytechnic Institute)
- 3. Timothy Sutherland (Worcester Polytechnic Institute)
- 4. Yali Zhu (Worcester Polytechnic Institute)
- 5. Brad Pielech (Worcester Polytechnic Institute)
- 6. Nishant Mehta (Worcester Polytechnic Institute)
BibTeX Citation
@article{rundensteiner_vldb04,
title = {{CAPE: Continuous Query Engine with Heterogeneous-Grained Adaptivity}},
author = {Rundensteiner, Elke A. and Ding, Luping and Sutherland, Timothy and Zhu, Yali and Pielech, Brad and Mehta, Nishant},
journal = {PVLDB},
series = {{VLDB} '04},
pages = {1353--1354},
doi = {10.1016/B978-012088469-8.50145-5},
url = {https://doi.org/10.1016/B978-012088469-8.50145-5},
year = {2004}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,223 | Out-of-Order Processing: A New Architecture for High-Performance Stream Systems | 2008 | VLDB | 0.00011602265 |
| 6,528 | State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries | 2006 | VLDB | 5.8502273e-05 |
| 8,162 | Query Mesh: Multi-Route Query Processing Technology | 2009 | VLDB | 5.4752958e-05 |
| 8,996 | High Performance Stream Query Processing With Correlation-Aware Partitioning | 2014 | VLDB | 5.3357805e-05 |
| 9,269 | A Dynamically Adaptive Distributed System for Processing Complex Continuous Queries | 2005 | VLDB | 5.295102e-05 |
| 12,525 | Tagging Stream Data for Rich Real-Time Services | 2009 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 111 | TelegraphCQ: Continuous Dataflow Processing for an Uncertain World | 2003 | CIDR | 0.00032990214 |
| 150 | Query Processing, Resource Management, and Approximation in a Data Stream Management System | 2003 | CIDR | 0.00029208207 |
| 1,027 | Chain: Operator Scheduling for Memory Minimization in Data Stream Systems | 2003 | SIGMOD | 0.00012563656 |
| 3,321 | Dynamic Plan Migration for Continuous Queries Over Data Streams | 2004 | SIGMOD | 7.5216049e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 6,107 | Adaptive Query Processing: Why, How, When, What Next | 2006 | SIGMOD |
| 2 | 6,528 | State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries | 2006 | VLDB |
| 3 | 3,791 | Hardware-conscious Query Processing in GPU-accelerated Analytical Engines | 2019 | CIDR |
| 4 | 3,988 | Adaptive Query Processing in the Looking Glass | 2005 | CIDR |
| 5 | 12,728 | Predicate Result Range Caching for Continuous Queries | 2005 | SIGMOD |
| 6 | 5,035 | Run-Time Operator State Spilling for Memory Intensive Long-Running Queries | 2006 | SIGMOD |
| 7 | 12,829 | Adaptive Distributed Query Processing | 2003 | VLDB |
| 8 | 193 | Continuously Adaptive Continuous Queries over Streams | 2002 | SIGMOD |
| 9 | 3,321 | Dynamic Plan Migration for Continuous Queries Over Data Streams | 2004 | SIGMOD |
| 10 | 9,269 | A Dynamically Adaptive Distributed System for Processing Complex Continuous Queries | 2005 | VLDB |