Back to papers
Augmented Sketch: Faster and More Accurate Stream Processing
Summary: ASketch augments sketch-based freq estimation with a dynamic pre-filter that aggregates top items, boosting heavy-hitter accuracy and reducing misclassification. Overflow items go to a conventional sketch; SIMD-enabled parallelism boosts throughput.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 5140
- Venue
- SIGMOD
- Year
- 2016
- Pagerank
- 0.00011245213
- Overall Rank
- 1,586 | 88.98%
- DOI
-
10.1145/2882903.2882948
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 25 of 25 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 |
| 3,322 |
Sketching Linear Classifiers over Data Streams |
2018 |
SIGMOD |
7.217965e-05 |
| 3,755 |
BurstSketch: Finding Bursts in Data Streams |
2021 |
SIGMOD |
6.7822789e-05 |
| 4,394 |
Scalable Asynchronous Gradient Descent Optimization for Out-of-Core Models |
2017 |
VLDB |
6.2173726e-05 |
| 4,912 |
Randomized Error Removal for Online Spread Estimation in Data Streaming |
2021 |
VLDB |
5.8342232e-05 |
| 5,128 |
Efficient Join Synopsis Maintenance for Data Warehouse |
2020 |
SIGMOD |
5.6728511e-05 |
| 5,377 |
Pyramid Sketch: a Sketch Framework for Frequency Estimation of Data Streams |
2017 |
VLDB |
5.5381456e-05 |
| 6,089 |
Active Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix |
2021 |
SIGMOD |
5.2145151e-05 |
| 6,594 |
Out of Many We are One: Measuring Item Batch with Clock-Sketch |
2021 |
SIGMOD |
4.9951304e-05 |
| 6,600 |
Local Differentially Private Heavy Hitter Detection in Data Streams with Bounded Memory |
2024 |
SIGMOD |
4.9925547e-05 |
| 6,791 |
On-Off Sketch: A Fast and Accurate Sketch on Persistence |
2021 |
VLDB |
4.9204179e-05 |
| 7,731 |
Double-Anonymous Sketch: Achieving Top-K-fairness for Finding Global Top-K Frequent Items |
2023 |
SIGMOD |
4.6612382e-05 |
| 7,873 |
LadderFilter: Filtering Infrequent Items with Small Memory and Time Overhead |
2023 |
SIGMOD |
4.6263724e-05 |
| 8,246 |
Stingy Sketch: A Sketch Framework for Accurate and Fast Frequency Estimation |
2022 |
VLDB |
4.5462498e-05 |
| 8,695 |
Convolution and Cross-Correlation of Count Sketches Enables Fast Cardinality Estimation of Multi-Join Queries |
2024 |
SIGMOD |
4.461508e-05 |
| 9,041 |
TreeSensing: Linearly Compressing Sketches with Flexibility |
2023 |
SIGMOD |
4.3997447e-05 |
| 9,079 |
JoinSketch: A Sketch Algorithm for Accurate and Unbiased Inner-Product Estimation |
2023 |
SIGMOD |
4.3956812e-05 |
| 9,230 |
Panakos: Chasing the Tails for Multidimensional Data Streams |
2023 |
VLDB |
4.3650857e-05 |
| 9,408 |
CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models |
2024 |
SIGMOD |
4.3399748e-05 |
| 10,034 |
SieveSketch: A Fine-grained and Adaptive Sketch Framework for Accurate Frequency Estimation |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,149 |
CorrBound: Cardinality Estimation Accounting for Inter- and Intra-relation Correlations |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,667 |
Cuckoo Heavy Keeper and the balancing act of maintaining heavy hitters in stream processing |
2025 |
VLDB |
4.1905499e-05 |
| 10,984 |
Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality |
2024 |
SIGMOD |
4.1905499e-05 |
| 10,986 |
A Universal Sketch for Estimating Heavy Hitters and Per-Element Frequency Moments in Data Streams with Bounded Deletions |
2024 |
SIGMOD |
4.1905499e-05 |
| 11,058 |
Enhancing Accuracy for Super Spreader Identification in High-Speed Data Streams |
2024 |
VLDB |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Semantically Similar Papers