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Persistent Data Sketching
Summary: Persistent sketches extend multiversion data structures to keep all versions as updates arrive. They enable time-travel queries on streams by maintaining sublinear-space summaries that answer past-state queries with controlled accuracy.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 5060
- Venue
- SIGMOD
- Year
- 2015
- Pagerank
- 6.9147318e-05
- Overall Rank
- 3,614 | 74.86%
- DOI
-
10.1145/2723372.2749443
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 13 of 13 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 1,941 |
Cold Filter: A Meta-Framework for Faster and More Accurate Stream Processing |
2018 |
SIGMOD |
0.00010017745 |
| 3,544 |
Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores |
2020 |
SIGMOD |
6.9898874e-05 |
| 3,751 |
BurstSketch: Finding Bursts in Data Streams |
2021 |
SIGMOD |
6.7888099e-05 |
| 5,332 |
Persistent Bloom Filter: Membership Testing for the Entire History |
2018 |
SIGMOD |
5.5662513e-05 |
| 5,909 |
At-the-time and Back-in-time Persistent Sketches |
2021 |
SIGMOD |
5.2769377e-05 |
| 6,593 |
Out of Many We are One: Measuring Item Batch with Clock-Sketch |
2021 |
SIGMOD |
4.9999287e-05 |
| 6,790 |
On-Off Sketch: A Fast and Accurate Sketch on Persistence |
2021 |
VLDB |
4.9251439e-05 |
| 7,534 |
Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams |
2022 |
VLDB |
4.7180004e-05 |
| 7,732 |
Double-Anonymous Sketch: Achieving Top-K-fairness for Finding Global Top-K Frequent Items |
2023 |
SIGMOD |
4.6657123e-05 |
| 8,250 |
Stingy Sketch: A Sketch Framework for Accurate and Fast Frequency Estimation |
2022 |
VLDB |
4.5506131e-05 |
| 9,041 |
TreeSensing: Linearly Compressing Sketches with Flexibility |
2023 |
SIGMOD |
4.4039656e-05 |
| 10,556 |
Efficient Concurrent Updates to Persistent Randomized Binary Search Trees |
2025 |
VLDB |
4.1945683e-05 |
| 11,364 |
MinMax Sampling: A Near-optimal Global Summary for Aggregation in the Wide Area |
2022 |
SIGMOD |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 13 of 13 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 5,369 |
Pyramid Sketch: a Sketch Framework for Frequency Estimation of Data Streams |
2017 |
VLDB |
5.5434712e-05 |
| 3,041 |
Sketching Probabilistic Data Streams |
2007 |
SIGMOD |
7.6697078e-05 |
| 1,064 |
Processing Complex Aggregate Queries over Data Streams |
2002 |
SIGMOD |
0.00014356481 |
| 9,038 |
OmniSketch: Efficient Multi-Dimensional High-Velocity Stream Analytics with Arbitrary Predicates |
2024 |
VLDB |
4.4039656e-05 |
| 8,380 |
Single Update Sketch with Variable Counter Structure |
2023 |
VLDB |
4.5310997e-05 |
| 6,905 |
PR-Sketch: Monitoring Per-key Aggregation of Streaming Data with Nearly Full Accuracy |
2021 |
VLDB |
4.8925595e-05 |
| 7,834 |
Sketch-based Querying of Distributed Sliding-Window Data Streams |
2012 |
VLDB |
4.6382551e-05 |
| 10,386 |
Pandora: An Efficient and Rapid Solution for Persistence-Based Tasks in High-Speed Data Streams |
2025 |
SIGMOD |
4.1945683e-05 |
| 6,790 |
On-Off Sketch: A Fast and Accurate Sketch on Persistence |
2021 |
VLDB |
4.9251439e-05 |
| 5,909 |
At-the-time and Back-in-time Persistent Sketches |
2021 |
SIGMOD |
5.2769377e-05 |