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: h790c2273591affa5
Venue: SIGMOD
Year: 2023
Pagerank: 5.2343756e-05
Overall Rank: 8,976 | 39.84%
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
6,135	LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR	2024	SIGMOD	5.8584732e-05
9,181	Towards Systematic Index Dynamization	2024	VLDB	5.1989155e-05
10,535	FIRAS: A Framework for Interval Range Search and Sampling	2026	SIGMOD	4.9605343e-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
175	Simple Random Sampling from Relational Databases	1986	VLDB	0.00026701703
402	Monkey: Optimal Navigable Key-Value Store	2017	SIGMOD	0.00019070605
480	Random Sampling from B+ trees	1989	VLDB	0.00017573936
761	Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging	2018	SIGMOD	0.00014191047
770	VerdictDB: Universalizing Approximate Query Processing	2018	SIGMOD	0.00014086699
841	Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters	2016	SIGMOD	0.00013503124
892	SuRF: Practical Range Query Filtering with Fast Succinct Tries	2018	SIGMOD	0.00013207671
1,429	The Log-Structured Merge-Bush & the Wacky Continuum	2019	SIGMOD	0.00010685393
2,014	Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee	2016	SIGMOD	9.1775869e-05
2,504	Independent Range Sampling	2014	PODS	8.3571366e-05
2,667	Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores	2020	SIGMOD	8.1324472e-05
2,882	Spooky: Granulating LSM-Tree Compactions Correctly	2022	VLDB	7.894356e-05
3,699	Fair Near Neighbor Search: Independent Range Sampling in High Dimensions	2020	PODS	7.0668763e-05
4,322	The Adversarial Robustness of Sampling	2020	PODS	6.6514924e-05
5,653	Algorithmic Techniques for Independent Query Sampling	2022	PODS	6.0336793e-05
5,835	Spatial Independent Range Sampling	2021	SIGMOD	5.9606673e-05
6,703	Query Sampling in DB2 Universal Database	2004	SIGMOD	5.687355e-05
8,579	Sampling Big Ideas in Query Optimization	2023	PODS	5.2958113e-05
9,945	External Memory Stream Sampling	2015	PODS	5.0913936e-05
10,345	AB-tree: Index for Concurrent Random Sampling and Updates	2022	VLDB	5.0197268e-05

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