Ratio Threshold Queries over Distributed Data Sources
Summary: RTQ: ratio threshold queries over distributed data sources for continuous, real-time alerts. Converts client ratio conditions into per-source checks; on violation, sources push and the aggregator selectively pulls others to verify, minimizing pushes and messages and achieving up to an order of magnitude fewer messages than prior approaches on synthetic and real traces. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Rajeev Gupta
- 2. Krithi Ramamritham
- 3. Mukesh Mohania
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 745 | Distributed Top-K Monitoring | 2003 | SIGMOD | 0.00017330487 |
| 1,003 | Adaptive Filters for Continuous Queries over Distributed Data Streams | 2003 | SIGMOD | 0.00014698435 |
| 1,640 | Communication-Efficient Distributed Monitoring of Thresholded Counts | 2006 | SIGMOD | 0.0001104808 |
| 2,920 | A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams | 2006 | SIGMOD | 7.9001024e-05 |
| 7,967 | Stochastic Consistency, and Scalable Pull-Based Caching for Erratic Data Stream Sources | 2004 | VLDB | 4.613363e-05 |
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