Logging Every Footstep: Quantile Summaries for the Entire History
Summary: Historical quantile search: epsilon-approximate quantiles for any snapshot, enabling history-aware distribution analysis. A space lower bound separates past from present quantiles; a structure within a square-log factor of bound, with experiments showing practical accuracy. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yufei Tao
- 2. Ke Yi
- 3. Cheng Sheng
- 4. Jian Pei
- 5. Feifei Li
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,618 | Persistent Data Sketching | 2015 | SIGMOD | 6.9080647e-05 |
| 5,338 | Persistent Bloom Filter: Membership Testing for the Entire History | 2018 | SIGMOD | 5.5608985e-05 |
| 5,910 | At-the-time and Back-in-time Persistent Sketches | 2021 | SIGMOD | 5.2718714e-05 |
| 11,831 | Variability in Data Streams | 2016 | PODS | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 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 | 0.00044753012 |
| 274 | Approximate Medians and other Quantiles in One Pass and with Limited Memory | 1998 | SIGMOD | 0.00029383266 |
| 446 | Random Sampling Techniques for Space Efficient Online Computation of Order Statistics of Large Datasets | 1999 | SIGMOD | 0.00023002059 |
| 526 | A One-Pass Algorithm for Accurately Estimating Quantiles for Disk-Resident Data | 1997 | VLDB | 0.00021046587 |
| 683 | Access Methods For Multiversion Data | 1989 | SIGMOD | 0.00018162653 |
| 846 | Approximate Counts and Quantiles over Sliding Windows | 2004 | PODS | 0.00015949293 |
| 955 | How to Summarize the Universe: Dynamic Maintenance of Quantiles | 2002 | VLDB | 0.00015069776 |
| 2,139 | A Generic Approach to Bulk Loading Multidimensional Index Structures | 1997 | VLDB | 9.4618572e-05 |
| 2,501 | The MV3R-Tree: A Spatio-Temporal Access Method for Timestamp and Interval Queries | 2001 | VLDB | 8.6367789e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,636 | KLL± Approximate Quantile Sketches over Dynamic Datasets | 2021 | VLDB | 5.3985928e-05 |
| 2,934 | Holistic Aggregates in a Networked World: Distributed Tracking of Approximate Quantiles | 2005 | SIGMOD | 7.8628636e-05 |
| 4,080 | Quantiles over Data Streams: An Experimental Study | 2013 | SIGMOD | 6.4619407e-05 |
| 4,969 | Relative Error Streaming Quantiles | 2021 | PODS | 5.790405e-05 |
| 446 | Random Sampling Techniques for Space Efficient Online Computation of Order Statistics of Large Datasets | 1999 | SIGMOD | 0.00023002059 |
| 5,954 | A Tight Lower Bound for Comparison-Based Quantile Summaries | 2020 | PODS | 5.2542261e-05 |
| 9,244 | Determining Exact Quantiles with Randomized Summaries | 2024 | SIGMOD | 4.3648789e-05 |
| 9,162 | Estimating Quantiles from the Union of Historical and Streaming Data | 2017 | VLDB | 4.380727e-05 |
| 955 | How to Summarize the Universe: Dynamic Maintenance of Quantiles | 2002 | VLDB | 0.00015069776 |
| 126 | Space-Efficient Online Computation of Quantile Summaries | 2001 | SIGMOD | 0.00044753012 |