Continuous Distributed Counting for Non-monotonic Streams
Summary: Randomized algorithms for continual distributed counting on non‑monotonic streams with unknown drift μ, adversarial site assignment but random arrivals, achieving expected communication Õ(min{k/(|μ|ε), k n/ε, n}) with matching lower bounds. Extends to fractional Brownian inputs and yields F2 estimation and Bayesian linear regression applications. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zhenming Liu
- 2. Božidar Radunović
- 3. Milan Vojnović
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,823 | Variability in Data Streams | 2016 | PODS | 4.1945683e-05 |
| 11,853 | Scalable Approximate Query Tracking over Highly Distributed Data Streams | 2016 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 126 | Space-Efficient Online Computation of Quantile Summaries | 2001 | SIGMOD | 0.00044744986 |
| 1,003 | Adaptive Filters for Continuous Queries over Distributed Data Streams | 2003 | SIGMOD | 0.00014698435 |
| 1,392 | Sketching Streams Through the Net: Distributed Approximate Query Tracking | 2005 | VLDB | 0.00012229045 |
| 1,566 | Power-Conserving Computation of Order-Statistics over Sensor Networks | 2004 | PODS | 0.00011343771 |
| 2,080 | Optimal Sampling From Distributed Streams | 2010 | PODS | 9.5899129e-05 |
| 2,931 | Holistic Aggregates in a Networked World: Distributed Tracking of Approximate Quantiles | 2005 | SIGMOD | 7.8697258e-05 |
| 4,190 | Randomized Algorithms for Tracking Distributed Count, Frequencies, and Ranks | 2012 | PODS | 6.3739017e-05 |
| 4,249 | Optimal Tracking of Distributed Heavy Hitters and Quantiles | 2009 | PODS | 6.3245666e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,550 | Optimal Bounds for Approximate Counting | 2022 | PODS | 5.4422275e-05 |
| 7,401 | Frequency Estimation Under Multiparty Differential Privacy: One-shot and Streaming | 2022 | VLDB | 4.7397228e-05 |
| 848 | Approximate Counts and Quantiles over Sliding Windows | 2004 | PODS | 0.0001597308 |
| 745 | Distributed Top-K Monitoring | 2003 | SIGMOD | 0.00017330487 |
| 1,640 | Communication-Efficient Distributed Monitoring of Thresholded Counts | 2006 | SIGMOD | 0.0001104808 |
| 7,453 | Distributed Online Tracking | 2015 | SIGMOD | 4.7263711e-05 |
| 6,602 | Continuous Matrix Approximation on Distributed Data | 2014 | VLDB | 4.9971153e-05 |
| 4,249 | Optimal Tracking of Distributed Heavy Hitters and Quantiles | 2009 | PODS | 6.3245666e-05 |
| 4,190 | Randomized Algorithms for Tracking Distributed Count, Frequencies, and Ranks | 2012 | PODS | 6.3739017e-05 |
| 11,823 | Variability in Data Streams | 2016 | PODS | 4.1945683e-05 |