Update-Pattern-Aware Modeling and Processing of Continuous Queries
Summary: Classifies continuous-query update patterns over streams with sliding windows into four types, clarifying the role of updates vs. window movement. Proposes update-pattern-aware processing and state structures, yielding order-of-magnitude gains on IP traffic workloads. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Lukasz Golab
- 2. M. Tamer Özsu
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,788 | On-the-Fly Sharing for Streamed Aggregation | 2006 | SIGMOD | 0.00010555742 |
| 2,826 | Regular Path Query Evaluation on Streaming Graphs | 2020 | SIGMOD | 8.056119e-05 |
| 5,150 | Efficient Join Synopsis Maintenance for Data Warehouse | 2020 | SIGMOD | 5.6626586e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 194 | Query Processing, Resource Management, and Approximation in a Data Stream Management System | 2003 | CIDR | 0.00035426067 |
| 373 | Continuous Queries over Append-Only Databases | 1992 | SIGMOD | 0.00025341527 |
| 432 | Flexible Time Management in Data Stream Systems | 2004 | PODS | 0.00023368424 |
| 1,043 | Adaptive Ordering of Pipelined Stream Filters | 2004 | SIGMOD | 0.00014476247 |
| 1,233 | Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources | 2003 | VLDB | 0.0001313363 |
| 1,904 | Characterizing Memory Requirements for Queries over Continuous Data Streams | 2002 | PODS | 0.00010154528 |
| 2,407 | Operator Scheduling in a Data Stream Manager* | 2003 | VLDB | 8.8804679e-05 |
| 3,656 | Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams | 2003 | VLDB | 6.8714509e-05 |
| 5,284 | Query Languages and Data Models for Database Sequences and Data Streams | 2004 | VLDB | 5.584855e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,554 | Resource Sharing in Continuous Sliding-Window Aggregates | 2004 | VLDB | 0.00011400581 |
| 12,519 | Scalable Continuous Query Processing by Tracking Hotspots | 2006 | VLDB | 4.1945683e-05 |
| 2,597 | Continuous Queries in Oracle | 2007 | VLDB | 8.4713998e-05 |
| 3,761 | Dynamic Plan Migration for Continuous Queries Over Data Streams | 2004 | SIGMOD | 6.7804871e-05 |
| 4,930 | Static Optimization of Conjunctive Queries with Sliding Windows Over Infinite Streams | 2004 | SIGMOD | 5.8213082e-05 |
| 1,784 | Continuous Monitoring of Top-k Queries over Sliding Windows | 2006 | SIGMOD | 0.00010567363 |
| 1,003 | Adaptive Filters for Continuous Queries over Distributed Data Streams | 2003 | SIGMOD | 0.00014698435 |
| 10,049 | Approximate Query Processing under Updates | 2026 | SIGMOD | 4.1945683e-05 |
| 7,893 | Changing Flights in Mid-air: A Model for Safely Modifying Continuous Queries | 2011 | SIGMOD | 4.6240987e-05 |
| 3,102 | Processing Set Expressions over Continuous Update Streams | 2003 | SIGMOD | 7.5586568e-05 |