Data Stream Query Processing: A Tutorial
Summary: Comprehensive survey of data stream query processing for SQL-like and XML streams, focusing on real-time exploratory analytics. Discusses streaming operators, SQL/XML extensions, optimization/scheduling, and surveys systems like NiagaraCQ, Telegraph, Aurora, Stanford Stream, and Gigascope. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Nick Koudas
- 2. Divesh Srivastava
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,472 | Space Efficient Mining of Multigraph Streams | 2005 | PODS | 0.00011828662 |
| 3,237 | A Heartbeat Mechanism and its Application in Gigascope | 2005 | VLDB | 7.3351551e-05 |
| 3,486 | Holistic UDAFs at Streaming Speeds | 2004 | SIGMOD | 7.0502199e-05 |
| 5,001 | Multiple Aggregations Over Data Streams | 2005 | SIGMOD | 5.7678084e-05 |
| 12,283 | Optimal Top-K Query Evaluation for Weighted Business Processes | 2010 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,931 | Efficient Evaluation of XQuery over Streaming Data | 2005 | VLDB | 5.8207617e-05 |
| 8,981 | Data Stream Warehousing | 2013 | SIGMOD | 4.4167397e-05 |
| 6,721 | Beyond Analytics: The Evolution of Stream Processing Systems | 2020 | SIGMOD | 4.9492015e-05 |
| 194 | Query Processing, Resource Management, and Approximation in a Data Stream Management System | 2003 | CIDR | 0.00035426067 |
| 43 | Models and Issues in Data Stream Systems | 2002 | PODS | 0.00072723062 |
| 9,063 | Data Stream Management for Historical XML Data | 2004 | SIGMOD | 4.4039656e-05 |
| 13,639 | Streaming in a Connected World: Querying and Tracking Distributed Data Streams | 2006 | VLDB | - |
| 13,767 | Data Streams: Fresh Current or Stagnant Backwater? (Panel) | 2002 | SIGMOD | - |
| 7,334 | Streaming in a Connected World: Querying and Tracking Distributed Data Streams | 2007 | SIGMOD | 4.7604215e-05 |
| 1,222 | Querying and Mining Data Streams: You Only Get One Look | 2002 | SIGMOD | 0.00013213129 |