Aleph Filter: To Infinity in Constant Time

Summary: Aleph Filter is a dynamically growing approximate membership filter with O(1) inserts, queries, and deletions regardless of data size. Given an eventual-growth estimate, it preserves static-filter-level memory–FPR tradeoffs—avoiding the usual expansion compromises. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: h6928be69a3f34d7b
Venue: VLDB
Year: 2024
Pagerank: 5.4219572e-05
Overall Rank: 7,940 | 46.62%
DOI: 10.14778/3681954.3682027

Incoming Non-self Citations Over Time

Authors

1. Niv Dayan (University of Toronto)
2. Ioana-Oriana Bercea (KTH Royal Institute of Technology)
3. Rasmus Pagh (University of Copenhagen)

BibTeX Citation

@article{dayan_vldb24,
        title = {{Aleph Filter: To Infinity in Constant Time}},
        author = {Dayan, Niv and Bercea, Ioana-Oriana and Pagh, Rasmus},
        journal = {PVLDB},
        series = {{VLDB} '24},
        volume = {17},
        number = {11},
        pages = {3644--3656},
        doi = {10.14778/3681954.3682027},
        url = {https://doi.org/10.14778/3681954.3682027},
        year = {2024}
}

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,547	Memento Filter: A Fast, Dynamic, and Robust Range Filter	2024	SIGMOD	5.7509499e-05
8,132	Diva: Dynamic Range Filter for Var-Length Keys and Queries	2025	VLDB	5.3931086e-05
9,647	Sphinx: A Succinct Perfect Hash Index for x86	2025	VLDB	5.1453267e-05
10,441	Dynamic Flat Filter: A Unified Framework for Scalable and Stable Fingerprint-Based Filters	2026	SIGMOD	4.9793485e-05
10,507	Sublime: Sublinear Error & Space for Unbounded Skewed Streams	2026	SIGMOD	4.9793485e-05
10,518	Zeno Filter: To Infinity in Tiny Steps	2026	SIGMOD	4.9793485e-05
10,615	Aeris Filter: A Strongly and Monotonically Adaptive Range Filter	2026	SIGMOD	4.9793485e-05
10,623	Breadcrumb Filters: Fast Fully Featured Filters	2026	SIGMOD	4.9793485e-05

Outgoing Citations (Sorted by Pagerank)

Showing 26 of 26 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
40	The Case for Learned Index Structures	2018	SIGMOD	0.00046284649
400	Monkey: Optimal Navigable Key-Value Store	2017	SIGMOD	0.00019129175
546	Faster: A Concurrent Key-Value Store with In-Place Updates	2018	SIGMOD	0.00016590738
754	Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging	2018	SIGMOD	0.00014236015
789	Don't Thrash: How to Cache Your Hash on Flash	2012	VLDB	0.0001397781
816	SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data	2017	VLDB	0.00013687311
891	SuRF: Practical Range Query Filtering with Fast Succinct Tries	2018	SIGMOD	0.00013245926
974	FlashStore: High Throughput Persistent Key-Value Store	2010	VLDB	0.00012757454
1,422	The Log-Structured Merge-Bush & the Wacky Continuum	2019	SIGMOD	0.00010725538
1,665	SkimpyStash: RAM Space Skimpy Key-Value Store on Flash-based Storage	2011	SIGMOD	9.9384098e-05
1,844	Morton Filters: Faster, Space-Efficient Cuckoo Filters via Biasing, Compression, and Decoupled Logical Sparsity	2018	VLDB	9.5159229e-05
1,889	Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn	2019	CIDR	9.4273689e-05
1,980	Chucky: A Succinct Cuckoo Filter for LSM-Tree	2021	SIGMOD	9.2595896e-05
2,071	A General-Purpose Counting Filter: Making Every Bit Count	2017	SIGMOD	9.0866982e-05
2,664	Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores	2020	SIGMOD	8.1569551e-05
2,837	SNARF: A Learning-Enhanced Range Filter	2022	VLDB	7.9527715e-05
3,680	SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy	2023	SIGMOD	7.1029718e-05
3,712	Vector Quotient Filters: Overcoming the Time/Space Trade-Off in Filter Design	2021	SIGMOD	7.078249e-05
4,197	Proteus: A Self-Designing Range Filter	2022	SIGMOD	6.7417716e-05
4,625	Stacked Filters: Learning to Filter by Structure	2021	VLDB	6.4969374e-05
4,750	GRF: A Global Range Filter for LSM-Trees with Shape Encoding	2024	SIGMOD	6.4354422e-05
4,875	Oasis: An Optimal Disjoint Segmented Learned Range Filter	2024	VLDB	6.3724016e-05
4,947	Grafite: Taming Adversarial Queries with Optimal Range Filters	2024	SIGMOD	6.3426055e-05
5,081	InfiniFilter: Expanding Filters to Infinity and Beyond	2023	SIGMOD	6.2854372e-05
6,192	Prefix Filter: Practically and Theoretically Better Than Bloom	2022	VLDB	5.8555676e-05
9,662	The End of Moore’s Law and the Rise of The Data Processor	2021	VLDB	5.1453267e-05

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1	7,920	AFilter: Adaptable XML Filtering with Prefix-Caching and Suffix-Clustering	2006	VLDB
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