Query-Aware Partitioning for Monitoring Massive Network Data Streams
Summary: Proposes query-aware partitioning for distributed DSMSs to beat conventional methods. Analyzes query sets to pick optimal partitioning and reconcile cross-query requirements; experiments on high-rate traffic show improved load distribution. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,270 | S-Store: Streaming Meets Transaction Processing | 2015 | VLDB | 9.149662e-05 |
| 5,044 | Massive Scale-out of Expensive Continuous Queries | 2011 | VLDB | 5.7338982e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 41 | NiagaraCQ: A Scalable Continuous Query System for Internet Databases | 2000 | SIGMOD | 0.00073944756 |
| 43 | Models and Issues in Data Stream Systems | 2002 | PODS | 0.00072660894 |
| 143 | TelegraphCQ: Continuous Dataflow Processing for an Uncertain World | 2003 | CIDR | 0.00041688468 |
| 191 | The Design of the Borealis Stream Processing Engine | 2005 | CIDR | 0.00035714897 |
| 285 | Automating Physical Database Design in a Parallel Database | 2002 | SIGMOD | 0.00028978423 |
| 324 | Gigascope: A Stream Database for Network Applications | 2003 | SIGMOD | 0.00027465124 |
| 1,343 | Scalable Distributed Stream Processing | 2003 | CIDR | 0.00012478318 |
| 3,491 | Holistic UDAFs at Streaming Speeds | 2004 | SIGMOD | 7.0436671e-05 |
| 6,472 | An Integration Framework for Sensor Networks and Data Stream Management Systems | 2004 | VLDB | 5.0438408e-05 |
| 8,496 | Customizable Parallel Execution of Scientific Stream Queries | 2005 | VLDB | 4.4938165e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,068 | Optimal Sampling From Distributed Streams | 2010 | PODS | 9.638573e-05 |
| 7,713 | Query Centric Partitioning and Allocation for Partially Replicated Database Systems | 2017 | SIGMOD | 4.6662571e-05 |
| 7,697 | Sketch-based Geometric Monitoring of Distributed Stream Queries | 2013 | VLDB | 4.6701245e-05 |
| 1,006 | Adaptive Filters for Continuous Queries over Distributed Data Streams | 2003 | SIGMOD | 0.00014684829 |
| 8,496 | Customizable Parallel Execution of Scientific Stream Queries | 2005 | VLDB | 4.4938165e-05 |
| 7,658 | Scalable Delivery of Stream Query Result | 2009 | VLDB | 4.6817213e-05 |
| 7,329 | Streaming in a Connected World: Querying and Tracking Distributed Data Streams | 2007 | SIGMOD | 4.7559363e-05 |
| 5,555 | Network-Aware Query Processing for Stream-based Applications | 2004 | VLDB | 5.4405244e-05 |
| 11,861 | Scalable Approximate Query Tracking over Highly Distributed Data Streams | 2016 | SIGMOD | 4.1905499e-05 |
| 8,678 | Efficient Scheduling of Heterogeneous Continuous Queries | 2006 | VLDB | 4.4644955e-05 |