AeroSketch: Near-Optimal Time Matrix Sketch Framework for Persistent, Sliding Window, and Distributed Streams
Fuente:
arXiv
Saved in:
| Main Authors: | Yin, Hanyan, Wen, Dongxie, Li, Jiajun, Wei, Zhewei, Zhang, Xiao, Zhao, Peng, Zhou, Zhi-Hua |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Optimal Matrix Sketching over Sliding Windows
by: Yin, Hanyan, et al.
Published: (2024)
by: Yin, Hanyan, et al.
Published: (2024)
Revisiting Matrix Sketching in Linear Bandits: Achieving Sublinear Regret via Dyadic Block Sketching
by: Wen, Dongxie, et al.
Published: (2024)
by: Wen, Dongxie, et al.
Published: (2024)
Fast Second-Order Online Kernel Learning through Incremental Matrix Sketching and Decomposition
by: Wen, Dongxie, et al.
Published: (2024)
by: Wen, Dongxie, et al.
Published: (2024)
Hidden Sketch: A Space-Efficient Reversible Sketch for Tracking Frequent Items in Data Streams
by: Xu, Zicang, et al.
Published: (2025)
by: Xu, Zicang, et al.
Published: (2025)
Crane: An Accurate and Scalable Neural Sketch for Graph Stream Summarization
by: Wang, Boyan, et al.
Published: (2026)
by: Wang, Boyan, et al.
Published: (2026)
QSketch: An Efficient Sketch for Weighted Cardinality Estimation in Streams
by: Qi, Yiyan, et al.
Published: (2024)
by: Qi, Yiyan, et al.
Published: (2024)
Incremental Sliding Window Connectivity over Streaming Graphs
by: Zhang, Chao, et al.
Published: (2024)
by: Zhang, Chao, et al.
Published: (2024)
Matrix Product Sketching via Coordinated Sampling
by: Daliri, Majid, et al.
Published: (2025)
by: Daliri, Majid, et al.
Published: (2025)
Approaching 100% Confidence in Stream Summary through ReliableSketch
by: Wu, Yuhan, et al.
Published: (2024)
by: Wu, Yuhan, et al.
Published: (2024)
In-memory Incremental Maintenance of Provenance Sketches [extended version]
by: Li, Pengyuan, et al.
Published: (2025)
by: Li, Pengyuan, et al.
Published: (2025)
Quantum Data Sketches
by: Zhang, Qin, et al.
Published: (2025)
by: Zhang, Qin, et al.
Published: (2025)
Learning-based Sketches for Frequency Estimation in Data Streams without Ground Truth
by: Yuan, Xinyu, et al.
Published: (2024)
by: Yuan, Xinyu, et al.
Published: (2024)
Join Cardinality Estimation with OmniSketches
by: Justen, David, et al.
Published: (2025)
by: Justen, David, et al.
Published: (2025)
SketchFill: Sketch-Guided Code Generation for Imputing Derived Missing Values
by: Zhang, Yunfan, et al.
Published: (2024)
by: Zhang, Yunfan, et al.
Published: (2024)
Sketches-based join size estimation under local differential privacy
by: Zhang, Meifan, et al.
Published: (2024)
by: Zhang, Meifan, et al.
Published: (2024)
SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches
by: Wu, Renzhi, et al.
Published: (2024)
by: Wu, Renzhi, et al.
Published: (2024)
Sketched Sum-Product Networks for Joins
by: Tsan, Brian, et al.
Published: (2025)
by: Tsan, Brian, et al.
Published: (2025)
Cost-based Selection of Provenance Sketches for Data Skipping
by: Liu, Ziyu, et al.
Published: (2025)
by: Liu, Ziyu, et al.
Published: (2025)
Sampling Methods for Inner Product Sketching
by: Daliri, Majid, et al.
Published: (2023)
by: Daliri, Majid, et al.
Published: (2023)
TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
by: Khatiwada, Aamod, et al.
Published: (2024)
by: Khatiwada, Aamod, et al.
Published: (2024)
Low-Latency Sliding Window Connectivity
by: Zhang, Chao, et al.
Published: (2024)
by: Zhang, Chao, et al.
Published: (2024)
Sketch-Oriented Databases
by: Duval, Dominique, et al.
Published: (2026)
by: Duval, Dominique, et al.
Published: (2026)
Sampling Space-Saving Set Sketches
by: Lee, Homin K., et al.
Published: (2024)
by: Lee, Homin K., et al.
Published: (2024)
Harmonic Decomposition in Data Sketches
by: Wang, Dingyu
Published: (2024)
by: Wang, Dingyu
Published: (2024)
Hybrid Sketching Methods for Dynamic Connectivity on Sparse Graphs
by: De Man, Quinten, et al.
Published: (2026)
by: De Man, Quinten, et al.
Published: (2026)
Stochastic SketchRefine: Scaling In-Database Decision-Making under Uncertainty to Millions of Tuples
by: Haque, Riddho R., et al.
Published: (2024)
by: Haque, Riddho R., et al.
Published: (2024)
Correlation Sketches for Approximate Join-Correlation Queries
by: Santos, Aécio, et al.
Published: (2021)
by: Santos, Aécio, et al.
Published: (2021)
Convolution and Cross-Correlation of Count Sketches Enables Fast Cardinality Estimation of Multi-Join Queries
by: Heddes, Mike, et al.
Published: (2024)
by: Heddes, Mike, et al.
Published: (2024)
SplineSketch: Even More Accurate Quantiles with Error Guarantees
by: Łukasiewicz, Aleksander, et al.
Published: (2025)
by: Łukasiewicz, Aleksander, et al.
Published: (2025)
Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation
by: Bessa, Aline, et al.
Published: (2023)
by: Bessa, Aline, et al.
Published: (2023)
DPSW-Sketch: A Differentially Private Sketch Framework for Frequency Estimation over Sliding Windows (Technical Report)
by: Wang, Yiping, et al.
Published: (2024)
by: Wang, Yiping, et al.
Published: (2024)
Real-Time Device Reach Forecasting Using HLL and MinHash Data Sketches
by: Muniyappa, Chandrashekar, et al.
Published: (2025)
by: Muniyappa, Chandrashekar, et al.
Published: (2025)
Determining Window Sizes using Species Estimation for Accurate Process Mining over Streams
by: Imenkamp, Christian, et al.
Published: (2025)
by: Imenkamp, Christian, et al.
Published: (2025)
Large Language Model-Enhanced Relational Operators: Taxonomy, Benchmark, and Analysis
by: Su, Yunxiang, et al.
Published: (2026)
by: Su, Yunxiang, et al.
Published: (2026)
Polyglot Persistence in Microservices: Managing Data Diversity in Distributed Systems
by: Halili, Festim, et al.
Published: (2025)
by: Halili, Festim, et al.
Published: (2025)
Exact Mining of Dense Patterns via Direct Evaluation of Local Interval Frequency Using a Sliding Window
by: Takahashi, Taihei, et al.
Published: (2026)
by: Takahashi, Taihei, et al.
Published: (2026)
Building an OceanBase-based Distributed Nearly Real-time Analytical Processing Database System
by: Xu, Quanqing, et al.
Published: (2026)
by: Xu, Quanqing, et al.
Published: (2026)
Elastic Sketch under Random Stationary Streams: Limiting Behavior and Near-Optimal Configuration
by: Mazziane, Younes Ben, et al.
Published: (2026)
by: Mazziane, Younes Ben, et al.
Published: (2026)
WoW: A Window-to-Window Incremental Index for Range-Filtering Approximate Nearest Neighbor Search
by: Wang, Ziqi, et al.
Published: (2025)
by: Wang, Ziqi, et al.
Published: (2025)
Nova: Scalable Streaming Join Placement and Parallelization in Resource-Constrained Geo-Distributed Environments
by: Chatziliadis, Xenofon, et al.
Published: (2026)
by: Chatziliadis, Xenofon, et al.
Published: (2026)
Similar Items
-
Optimal Matrix Sketching over Sliding Windows
by: Yin, Hanyan, et al.
Published: (2024) -
Revisiting Matrix Sketching in Linear Bandits: Achieving Sublinear Regret via Dyadic Block Sketching
by: Wen, Dongxie, et al.
Published: (2024) -
Fast Second-Order Online Kernel Learning through Incremental Matrix Sketching and Decomposition
by: Wen, Dongxie, et al.
Published: (2024) -
Hidden Sketch: A Space-Efficient Reversible Sketch for Tracking Frequent Items in Data Streams
by: Xu, Zicang, et al.
Published: (2025) -
Crane: An Accurate and Scalable Neural Sketch for Graph Stream Summarization
by: Wang, Boyan, et al.
Published: (2026)