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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
- 5061
- Venue
- SIGMOD
- Year
- 2015
- Pagerank
- 6.9080647e-05
- Overall Rank
- 3,618 | 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 |
| 1,944 |
Cold Filter: A Meta-Framework for Faster and More Accurate Stream Processing |
2018 |
SIGMOD |
0.00010008078 |
| 3,545 |
Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores |
2020 |
SIGMOD |
6.9831585e-05 |
| 3,755 |
BurstSketch: Finding Bursts in Data Streams |
2021 |
SIGMOD |
6.7822789e-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 |
| 6,594 |
Out of Many We are One: Measuring Item Batch with Clock-Sketch |
2021 |
SIGMOD |
4.9951304e-05 |
| 6,791 |
On-Off Sketch: A Fast and Accurate Sketch on Persistence |
2021 |
VLDB |
4.9204179e-05 |
| 7,533 |
Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams |
2022 |
VLDB |
4.7134753e-05 |
| 7,731 |
Double-Anonymous Sketch: Achieving Top-K-fairness for Finding Global Top-K Frequent Items |
2023 |
SIGMOD |
4.6612382e-05 |
| 8,246 |
Stingy Sketch: A Sketch Framework for Accurate and Fast Frequency Estimation |
2022 |
VLDB |
4.5462498e-05 |
| 9,041 |
TreeSensing: Linearly Compressing Sketches with Flexibility |
2023 |
SIGMOD |
4.3997447e-05 |
| 10,565 |
Efficient Concurrent Updates to Persistent Randomized Binary Search Trees |
2025 |
VLDB |
4.1905499e-05 |
| 11,366 |
MinMax Sampling: A Near-optimal Global Summary for Aggregation in the Wide Area |
2022 |
SIGMOD |
4.1905499e-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 |
| 5,377 |
Pyramid Sketch: a Sketch Framework for Frequency Estimation of Data Streams |
2017 |
VLDB |
5.5381456e-05 |
| 3,047 |
Sketching Probabilistic Data Streams |
2007 |
SIGMOD |
7.6537004e-05 |
| 1,065 |
Processing Complex Aggregate Queries over Data Streams |
2002 |
SIGMOD |
0.00014344675 |
| 9,039 |
OmniSketch: Efficient Multi-Dimensional High-Velocity Stream Analytics with Arbitrary Predicates |
2024 |
VLDB |
4.3997447e-05 |
| 8,380 |
Single Update Sketch with Variable Counter Structure |
2023 |
VLDB |
4.5267558e-05 |
| 6,909 |
PR-Sketch: Monitoring Per-key Aggregation of Streaming Data with Nearly Full Accuracy |
2021 |
VLDB |
4.8878659e-05 |
| 7,839 |
Sketch-based Querying of Distributed Sliding-Window Data Streams |
2012 |
VLDB |
4.6338068e-05 |
| 10,397 |
Pandora: An Efficient and Rapid Solution for Persistence-Based Tasks in High-Speed Data Streams |
2025 |
SIGMOD |
4.1905499e-05 |
| 6,791 |
On-Off Sketch: A Fast and Accurate Sketch on Persistence |
2021 |
VLDB |
4.9204179e-05 |
| 5,910 |
At-the-time and Back-in-time Persistent Sketches |
2021 |
SIGMOD |
5.2718714e-05 |