Towards Systematic Index Dynamization

Summary: A C++20 metaprogramming framework systematically dynamizes static, domain-specific indexes, addressing Bentley–Saxe limits on deletions, query types, and tuning. Four case studies expose configurable query/update trade-offs and narrow the gap to deployment. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 13695
Venue: VLDB
Year: 2024
Pagerank: 5.3384135e-05
Overall Rank: 8,988 | 38.34%
DOI: 10.14778/3681954.3681969

Incoming Non-self Citations Over Time

Authors

1. Douglas B. Rumbaugh (Pennsylvania State University)
2. Dong Xie (Pennsylvania State University)
3. Zhuoyue Zhao (State University of New York at Buffalo)

BibTeX Citation

@article{rumbaugh_vldb24,
        title = {{Towards Systematic Index Dynamization}},
        author = {Rumbaugh, Douglas B. and Xie, Dong and Zhao, Zhuoyue},
        journal = {PVLDB},
        series = {{VLDB} '24},
        volume = {17},
        number = {11},
        pages = {2867--2879},
        doi = {10.14778/3681954.3681969},
        url = {https://doi.org/10.14778/3681954.3681969},
        year = {2024}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
9,599	Understanding Robustness Issues of Updatable Learned Indexes: [Experiments & Analysis]	2026	SIGMOD	5.2492748e-05
10,244	FIRAS: A Framework for Interval Range Search and Sampling	2026	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
43	The Case for Learned Index Structures	2018	SIGMOD	0.00046060254
56	M-tree: An Efficient Access Method for Similarity Search in Metric Spaces	1997	VLDB	0.00040719947
202	Generalized Search Trees for Database Systems (Extended Abstract)	1995	VLDB	0.00025454884
447	ALEX: An Updatable Adaptive Learned Index	2020	SIGMOD	0.00018322593
467	Random Sampling from B+ trees	1989	VLDB	0.00018002218
477	The PGM-index: a fully-dynamic compressed learned index with provable worst-case bounds	2020	VLDB	0.00017851226
847	Benchmarking Learned Indexes	2021	VLDB	0.0001365768
880	SuRF: Practical Range Query Filtering with Fast Succinct Tries	2018	SIGMOD	0.00013432693
2,227	Concurrency and Recovery in Generalized Search Trees	1997	SIGMOD	8.9111106e-05
2,443	Independent Range Sampling	2014	PODS	8.5754434e-05
2,806	Are Updatable Learned Indexes Ready?	2022	VLDB	8.1013097e-05
3,577	Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine	2022	VLDB	7.2930211e-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
7,768	The next 50 Years in Database Indexing or: The Case for Automatically Generated Index Structures	2022	VLDB	5.5475685e-05
8,039	Algorithmic Complexity Attacks on Dynamic Learned Indexes	2024	VLDB	5.5021992e-05
8,790	Practical Dynamic Extension for Sampling Indexes	2023	SIGMOD	5.3722049e-05
9,657	An Experimental Evaluation and Investigation of Waves of Misery in R-trees	2022	VLDB	5.2419252e-05

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#	Overall Rank	Paper	Year	Venue
1	6,651	Progressive Indexes: Indexing for Interactive Data Analysis	2019	VLDB
2	5,903	Concurrency Control for Adaptive Indexing	2012	VLDB
3	8,937	Dynamic Indexability and Lower Bounds for Dynamic One-Dimensional Range Query Indexes	2009	PODS
4	10,984	Benchmarking Adaptive Multidimensional Indices	2025	VLDB
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7	7,768	The next 50 Years in Database Indexing or: The Case for Automatically Generated Index Structures	2022	VLDB
8	7,012	Adaptive Hybrid Indexes	2022	SIGMOD
9	8,790	Practical Dynamic Extension for Sampling Indexes	2023	SIGMOD
10	6,429	Just-In-Time Data Structures	2015	CIDR