Practical Dynamic Extension for Sampling Indexes

Summary: Dynamic framework for shard-based sampling indexes with periodic rebuilds to support updates. Extends three static sampling indexes, enabling updates via shard decomposition and periodic rebuild, and analyzes concurrency and memory implications. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6818
Venue: SIGMOD
Year: 2023
Pagerank: 5.3722049e-05
Overall Rank: 8,790 | 39.70%
DOI: 10.1145/3626744

Incoming Non-self Citations Over Time

Authors

1. Douglas B. Rumbaugh (Pennsylvania State University)
2. Dong Xie (Pennsylvania State University)

BibTeX Citation

@inproceedings{rumbaugh_sigmod23,
        title = {{Practical Dynamic Extension for Sampling Indexes}},
        author = {Rumbaugh, Douglas B. and Xie, Dong},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3626744},
        url = {https://dl.acm.org/doi/10.1145/3626744},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,456	LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR	2024	SIGMOD	5.8741786e-05
8,988	Towards Systematic Index Dynamization	2024	VLDB	5.3384135e-05
10,244	FIRAS: A Framework for Interval Range Search and Sampling	2026	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
173	Simple Random Sampling from Relational Databases	1986	VLDB	0.00027273858
446	Monkey: Optimal Navigable Key-Value Store	2017	SIGMOD	0.00018332392
467	Random Sampling from B+ trees	1989	VLDB	0.00018002218
772	VerdictDB: Universalizing Approximate Query Processing	2018	SIGMOD	0.00014147905
819	Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters	2016	SIGMOD	0.00013815639
831	Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging	2018	SIGMOD	0.00013748512
880	SuRF: Practical Range Query Filtering with Fast Succinct Tries	2018	SIGMOD	0.00013432693
1,502	The Log-Structured Merge-Bush & the Wacky Continuum	2019	SIGMOD	0.00010557694
1,962	Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee	2016	SIGMOD	9.3978414e-05
2,443	Independent Range Sampling	2014	PODS	8.5754434e-05
2,698	Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores	2020	SIGMOD	8.2450522e-05
3,054	Spooky: Granulating LSM-Tree Compactions Correctly	2022	VLDB	7.8090808e-05
3,623	Fair Near Neighbor Search: Independent Range Sampling in High Dimensions	2020	PODS	7.2463734e-05
4,211	The Adversarial Robustness of Sampling	2020	PODS	6.8299006e-05
5,527	Algorithmic Techniques for Independent Query Sampling	2022	PODS	6.1861709e-05
5,692	Spatial Independent Range Sampling	2021	SIGMOD	6.119196e-05
6,562	Query Sampling in DB2 Universal Database	2004	SIGMOD	5.838575e-05
8,379	Sampling Big Ideas in Query Optimization	2023	PODS	5.4378437e-05
9,732	External Memory Stream Sampling	2015	PODS	5.2279411e-05
10,093	AB-tree: Index for Concurrent Random Sampling and Updates	2022	VLDB	5.1530576e-05

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