Adaptive threshold sampling
Summary: Adaptive threshold sampling: changing probabilities via thresholds. Shows adaptive thresholds can emulate fixed sampling, enabling simple estimators; introduces samplers for memory budgets, stratified/multi-objective sampling, and sliding windows, including adaptive top-K. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Daniel Ting
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,981 | Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality | 2024 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,789 | Optimal Sampling from Sliding Windows | 2009 | PODS | 8.1249652e-05 |
| 2,878 | Sampling Time-Based Sliding Windows in Bounded Space | 2008 | SIGMOD | 7.9706235e-05 |
| 3,271 | Data Sketches for Disaggregated Subset Sum and Frequent Item Estimation | 2018 | SIGMOD | 7.2968732e-05 |
| 5,594 | Time-Decaying Aggregates in Out-of-order Streams | 2008 | PODS | 5.4192122e-05 |
| 6,244 | Approximate Distinct Counts for Billions of Datasets | 2019 | SIGMOD | 5.139669e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,789 | Optimal Sampling from Sliding Windows | 2009 | PODS | 8.1249652e-05 |
| 4,350 | On Biased Reservoir Sampling in the Presence of Stream Evolution | 2006 | VLDB | 6.2645054e-05 |
| 11,320 | Truly Perfect Samplers for Data Streams and Sliding Windows | 2022 | PODS | 4.1945683e-05 |
| 8,643 | One Size Does Not Fit All: A Bandit-Based Sampler Combination Framework with Theoretical Guarantees | 2022 | SIGMOD | 4.4777916e-05 |
| 12,108 | Space-Efficient Estimation of Statistics over Sub-Sampled Streams | 2012 | PODS | 4.1945683e-05 |
| 12,166 | Get the Most out of Your Sample: Optimal Unbiased Estimators using Partial Information | 2011 | PODS | 4.1945683e-05 |
| 2,878 | Sampling Time-Based Sliding Windows in Bounded Space | 2008 | SIGMOD | 7.9706235e-05 |
| 4,172 | The Adversarial Robustness of Sampling | 2020 | PODS | 6.3879072e-05 |
| 5,117 | Sampling Algorithms in a Stream Operator | 2005 | SIGMOD | 5.6825418e-05 |
| 9,523 | Analysis and Application of Adaptive Sampling | 2000 | PODS | 4.331052e-05 |