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At-the-time and Back-in-time Persistent Sketches

Summary: Proposes ATTP and BITP sketches to answer historical queries with far smaller space. Presents multiple implementations and shows superior empirical efficiency over state-of-the-art historical-query methods. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6145
Venue
SIGMOD
Year
2021
Pagerank
6.2982495e-05
Overall Rank
5,255 | 63.95%
DOI
10.1145/3448016.3452802

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{shi_sigmod21,
        title = {{At-the-time and Back-in-time Persistent Sketches}},
        author = {Shi, Benwei and Zhao, Zhuoyue and Peng, Yanqing and Li, Feifei and Phillips, Jeff M.},
        series = {{SIGMOD} '21},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3448016.3452802},
        url = {https://dl.acm.org/doi/10.1145/3448016.3452802},
        year = {2021}
}

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 29 of 29 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
23 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00054886415
186 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00026182534
337 Model-Driven Data Acquisition in Sensor Networks 2004 VLDB 0.00020783399
451 Mergeable Summaries 2012 PODS 0.00018151445
482 An Optimal Algorithm for the Distinct Elements Problem 2010 PODS 0.00017772185
550 Distributed Top-K Monitoring 2003 SIGMOD 0.0001663758
593 Wander Join: Online Aggregation via Random Walks 2016 SIGMOD 0.00016027871
681 Access Methods For Multiversion Data 1989 SIGMOD 0.0001502579
722 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014627248
819 Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters 2016 SIGMOD 0.00013815639
1,045 Sketching Streams Through the Net: Distributed Approximate Query Tracking 2005 VLDB 0.00012440928
1,064 Scalable Approximate Query Processing With The DBO Engine 2007 SIGMOD 0.00012336248
1,108 Approximate Query Processing: No Silver Bullet 2017 SIGMOD 0.00012145154
1,210 Immortal DB: Transaction Time Support for SQL Server 2005 SIGMOD 0.00011656235
1,401 Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems 2014 SIGMOD 0.00010889902
1,827 G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data 2015 SIGMOD 9.6690206e-05
1,872 The Analytical Bootstrap: a New Method for Fast Error Estimation in Approximate Query Processing 2014 SIGMOD 9.5759874e-05
1,962 Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee 2016 SIGMOD 9.3978414e-05
2,406 Holistic Aggregates in a Networked World: Distributed Tracking of Approximate Quantiles 2005 SIGMOD 8.6187297e-05
2,596 A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams 2006 SIGMOD 8.3627764e-05
2,638 Quality and Efficiency in Kernel Density Estimates for Large Data 2013 SIGMOD 8.3130624e-05
3,023 Persistent Data Sketching 2015 SIGMOD 7.8398269e-05
3,038 Skippy: a New Snapshot Indexing Method for Time Travel in the Storage Manager 2008 SIGMOD 7.8272965e-05
3,691 Searching in Time 2006 SIGMOD 7.1998478e-05
3,832 Optimal Tracking of Distributed Heavy Hitters and Quantiles 2009 PODS 7.0856664e-05
4,971 Persistent Bloom Filter: Membership Testing for the Entire History 2018 SIGMOD 6.4195676e-05
4,989 Shape Sensitive Geometric Monitoring 2008 PODS 6.4106441e-05
6,178 Sampling Based Algorithms for Quantile Computation in Sensor Networks 2011 SIGMOD 5.949619e-05
7,936 Logging Every Footstep: Quantile Summaries for the Entire History 2010 SIGMOD 5.5181056e-05
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