Effective Change Detection Using Sampling
Summary: Proposes three sampling-based download policies for change detection under limited bandwidth. Combines per-source sampling with adaptive prioritization, yielding up to twofold increases over frequency-based policies in experiments on synthetic and real data. (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 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,334 | SHARC: Framework for Quality-Conscious Web Archiving | 2009 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 18 | On Random Sampling over Joins | 1999 | SIGMOD | 0.00092385438 |
| 59 | Sampling-Based Estimation of the Number of Distinct Values of an Attribute | 1995 | VLDB | 0.00064501896 |
| 1,282 | Best-Effort Cache Synchronization with Source Cooperation | 2002 | SIGMOD | 0.00012852655 |
| 1,304 | Synchronizing a database to Improve Freshness | 2000 | SIGMOD | 0.00012691283 |
| 2,835 | Applying the Golden Rule of Sampling for Query Estimation | 2001 | SIGMOD | 8.0448428e-05 |
| 3,002 | Supporting Multiple View Maintenance Policies | 1997 | SIGMOD | 7.7399579e-05 |
| 6,928 | The Evolution of the Web and Implications for an Incremental Crawler | 2000 | VLDB | 4.8925595e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,350 | On Biased Reservoir Sampling in the Presence of Stream Evolution | 2006 | VLDB | 6.2645054e-05 |
| 1,390 | Change Detection in Hierarchically Structured Information | 1996 | SIGMOD | 0.00012248349 |
| 2,368 | Online Maintenance of Very Large Random Samples | 2004 | SIGMOD | 8.9501526e-05 |
| 8,470 | Sampling Big Ideas in Query Optimization | 2023 | PODS | 4.5038423e-05 |
| 728 | Meaningful Change Detection in Structured Data | 1997 | SIGMOD | 0.00017494982 |
| 5,117 | Sampling Algorithms in a Stream Operator | 2005 | SIGMOD | 5.6825418e-05 |
| 3,685 | Detecting Change in Data Streams | 2004 | VLDB | 6.8448674e-05 |
| 6,286 | A Dip in the Reservoir: Maintaining Sample Synopses of Evolving Datasets | 2006 | VLDB | 5.1280225e-05 |
| 2,080 | Optimal Sampling From Distributed Streams | 2010 | PODS | 9.5899129e-05 |
| 46 | Simple Random Sampling from Relational Databases | 1986 | VLDB | 0.00070894702 |