Diva: Dynamic Range Filter for Var-Length Keys and Queries

Summary: Diva is a dynamic range filter for variable-length keys/queries: it samples keys into a cache-efficient trie and compresses gaps by removing longest-common-prefixes and storing distinguishing infixes. It supports constant-time insert/delete/expand via dynamic blocks, yielding robust FPR and competitive empirical accuracy. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 14012
Venue: VLDB
Year: 2025
Pagerank: 4.3702863e-05
Overall Rank: 9,218 | 35.88%
DOI: 10.14778/3749646.3749664

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
9,987	A Multi-tenant Relational OLTP Database at Salesforce	2026	CIDR	4.1945683e-05
9,988	I Can't Believe It's Not Yannakakis: Pragmatic Bitmap Filters in Microsoft SQL Server	2026	CIDR	4.1945683e-05
10,137	Aeris Filter: A Strongly and Monotonically Adaptive Range Filter	2026	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
102	The Case for Learned Index Structures	2018	SIGMOD	0.00049545203
1,087	HOT: A Height Optimized Trie Index for Main-Memory Database Systems	2018	SIGMOD	0.00014162909
1,169	SuRF: Practical Range Query Filtering with Fast Succinct Tries	2018	SIGMOD	0.00013536447
1,460	Benchmarking Learned Indexes	2021	VLDB	0.00011887068
1,471	Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia	2013	VLDB	0.00011830111
2,558	Rose: Compressed, log-structured replication	2008	VLDB	8.5455497e-05
2,798	Chucky: A Succinct Cuckoo Filter for LSM-Tree	2021	SIGMOD	8.1080111e-05
2,843	A General-Purpose Counting Filter: Making Every Bit Count	2017	SIGMOD	8.0257314e-05
3,544	Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores	2020	SIGMOD	6.9898874e-05
3,611	SNARF: A Learning-Enhanced Range Filter	2022	VLDB	6.9191399e-05
4,835	Proteus: A Self-Designing Range Filter	2022	SIGMOD	5.8905445e-05
5,446	Grafite: Taming Adversarial Queries with Optimal Range Filters	2024	SIGMOD	5.5018138e-05
5,739	InfiniFilter: Expanding Filters to Infinity and Beyond	2023	SIGMOD	5.3471718e-05
5,762	Oasis: An Optimal Disjoint Segmented Learned Range Filter	2024	VLDB	5.3377299e-05
8,525	Aleph Filter: To Infinity in Constant Time	2024	VLDB	4.4937074e-05
8,724	Memento Filter: A Fast, Dynamic, and Robust Range Filter	2024	SIGMOD	4.4600996e-05

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Overall Rank	Paper	Year	Venue	Pagerank
6,831	Prefix Filter: Practically and Theoretically Better Than Bloom	2022	VLDB	4.9130458e-05
8,957	Adaptive Quotient Filters	2024	SIGMOD	4.4211093e-05
9,932	Local Filtering: Improving the Performance of Approximate Queries on String Collections	2015	SIGMOD	4.2500258e-05
3,611	SNARF: A Learning-Enhanced Range Filter	2022	VLDB	6.9191399e-05
10,137	Aeris Filter: A Strongly and Monotonically Adaptive Range Filter	2026	SIGMOD	4.1945683e-05
8,656	Dynamic Range-Filtering Approximate Nearest Neighbor Search	2025	VLDB	4.4737647e-05
5,762	Oasis: An Optimal Disjoint Segmented Learned Range Filter	2024	VLDB	5.3377299e-05
10,021	Hourglass: An Adaptive Range Filter with Lightweight Hybrid Encoding	2026	SIGMOD	4.1945683e-05
5,446	Grafite: Taming Adversarial Queries with Optimal Range Filters	2024	SIGMOD	5.5018138e-05
8,724	Memento Filter: A Fast, Dynamic, and Robust Range Filter	2024	SIGMOD	4.4600996e-05