A Dynamically Adaptive Distributed System for Processing Complex Continuous Queries
Summary: D-CAPE enables dynamic operator- and state-level adaptation for continuous queries, supporting movable partitioned state for complex joins. Disk spilling and cross-machine plan reshaping, with workload- and predicate-aware adaptation, address scarcity and enable large-state recovery and migration. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Bin Liu
- 2. Yali Zhu
- 3. Mariana Jbantova
- 4. Bradley Momberger
- 5. Elke A. Rundensteiner
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,044 | Massive Scale-out of Expensive Continuous Queries | 2011 | VLDB | 5.7338982e-05 |
| 5,047 | Run-Time Operator State Spilling for Memory Intensive Long-Running Queries | 2006 | SIGMOD | 5.7321615e-05 |
| 6,322 | Revisiting Pipelined Parallelism in Multi-Join Query Processing | 2005 | VLDB | 5.1074949e-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 |
|---|---|---|---|---|
| 43 | Models and Issues in Data Stream Systems | 2002 | PODS | 0.00072660894 |
| 113 | Encapsulation of Parallelism in the Volcano Query Processing System | 1990 | SIGMOD | 0.0004673401 |
| 191 | The Design of the Borealis Stream Processing Engine | 2005 | CIDR | 0.00035714897 |
| 3,770 | Dynamic Plan Migration for Continuous Queries Over Data Streams | 2004 | SIGMOD | 6.7743365e-05 |
| 6,322 | Revisiting Pipelined Parallelism in Multi-Join Query Processing | 2005 | VLDB | 5.1074949e-05 |
| 7,861 | CAPE: Continuous Query Engine with Heterogeneous-Grained Adaptivity | 2004 | VLDB | 4.6297296e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,683 | Adaptive and Robust Query Execution for Lakehouses at Scale | 2024 | VLDB | 4.9593505e-05 |
| 7,658 | Scalable Delivery of Stream Query Result | 2009 | VLDB | 4.6817213e-05 |
| 3,384 | Scalable and Adaptive Online Joins | 2014 | VLDB | 7.153329e-05 |
| 9,318 | Providing Resiliency to Load Variations in Distributed Stream Processing | 2006 | VLDB | 4.3523601e-05 |
| 6,871 | State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries | 2006 | VLDB | 4.8966771e-05 |
| 244 | Continuously Adaptive Continuous Queries over Streams | 2002 | SIGMOD | 0.00031037999 |
| 3,770 | Dynamic Plan Migration for Continuous Queries Over Data Streams | 2004 | SIGMOD | 6.7743365e-05 |
| 12,645 | Adaptive Distributed Query Processing | 2003 | VLDB | 4.1905499e-05 |
| 5,047 | Run-Time Operator State Spilling for Memory Intensive Long-Running Queries | 2006 | SIGMOD | 5.7321615e-05 |
| 7,861 | CAPE: Continuous Query Engine with Heterogeneous-Grained Adaptivity | 2004 | VLDB | 4.6297296e-05 |