Aleph Filter: To Infinity in Constant Time

Summary: Aleph Filter is a dynamic set-membership filter that supports constant-time inserts, queries, and deletes regardless of unbounded data growth. With a final-size estimate it matches static filters' memory vs. FPR trade-off while keeping footprint and FPR stable during expansion. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13572
Venue: VLDB
Year: 2024
Pagerank: 4.4893996e-05
Overall Rank: 8,524 | 40.76%
DOI: 10.14778/3681954.3682027

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
8,722	Memento Filter: A Fast, Dynamic, and Robust Range Filter	2024	SIGMOD	4.4558244e-05
9,221	Diva: Dynamic Range Filter for Var-Length Keys and Queries	2025	VLDB	4.366098e-05
10,137	Aeris Filter: A Strongly and Monotonically Adaptive Range Filter	2026	SIGMOD	4.1905499e-05
10,145	Breadcrumb Filters: Fast Fully Featured Filters	2026	SIGMOD	4.1905499e-05
10,749	Sphinx: A Succinct Perfect Hash Index for x86	2025	VLDB	4.1905499e-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
101	The Case for Learned Index Structures	2018	SIGMOD	0.00049778866
608	Monkey: Optimal Navigable Key-Value Store	2017	SIGMOD	0.00019233548
892	Faster: A Concurrent Key-Value Store with In-Place Updates	2018	SIGMOD	0.00015522869
1,147	FlashStore: High Throughput Persistent Key-Value Store	2010	VLDB	0.00013660843
1,169	SuRF: Practical Range Query Filtering with Fast Succinct Tries	2018	SIGMOD	0.00013530267
1,249	Don't Thrash: How to Cache Your Hash on Flash	2012	VLDB	0.00013040265
1,309	Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging	2018	SIGMOD	0.00012655712
1,368	SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data	2017	VLDB	0.0001235708
2,112	The Log-Structured Merge-Bush & the Wacky Continuum	2019	SIGMOD	9.5244583e-05
2,225	SkimpyStash: RAM Space Skimpy Key-Value Store on Flash-based Storage	2011	SIGMOD	9.2534051e-05
2,469	Morton Filters: Faster, Space-Efficient Cuckoo Filters via Biasing, Compression, and Decoupled Logical Sparsity	2018	VLDB	8.7255912e-05
2,606	Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn	2019	CIDR	8.4621503e-05
2,797	Chucky: A Succinct Cuckoo Filter for LSM-Tree	2021	SIGMOD	8.1116755e-05
2,848	A General-Purpose Counting Filter: Making Every Bit Count	2017	SIGMOD	8.0202739e-05
3,545	Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores	2020	SIGMOD	6.9831585e-05
3,614	SNARF: A Learning-Enhanced Range Filter	2022	VLDB	6.9124805e-05
4,836	Proteus: A Self-Designing Range Filter	2022	SIGMOD	5.8849277e-05
4,948	SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy	2023	SIGMOD	5.810122e-05
4,993	Stacked Filters: Learning to Filter by Structure	2021	VLDB	5.7749409e-05
5,455	Grafite: Taming Adversarial Queries with Optimal Range Filters	2024	SIGMOD	5.4965299e-05
5,519	Vector Quotient Filters: Overcoming the Time/Space Trade-Off in Filter Design	2021	SIGMOD	5.4682661e-05
5,749	InfiniFilter: Expanding Filters to Infinity and Beyond	2023	SIGMOD	5.3420354e-05
5,769	Oasis: An Optimal Disjoint Segmented Learned Range Filter	2024	VLDB	5.3326049e-05
5,868	GRF: A Global Range Filter for LSM-Trees with Shape Encoding	2024	SIGMOD	5.2928769e-05
6,829	Prefix Filter: Practically and Theoretically Better Than Bloom	2022	VLDB	4.9083308e-05
11,534	The End of Moore’s Law and the Rise of The Data Processor	2021	VLDB	4.1905499e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
8,179	A Shifting Bloom Filter Framework for Set Queries	2016	VLDB	4.5628742e-05
10,137	Aeris Filter: A Strongly and Monotonically Adaptive Range Filter	2026	SIGMOD	4.1905499e-05
7,737	AFilter: Adaptable XML Filtering with Prefix-Caching and Suffix-Clustering	2006	VLDB	4.6592327e-05
8,962	Adaptive Quotient Filters	2024	SIGMOD	4.4168718e-05
9,842	A four-dimensional Analysis of Partitioned Approximate Filters	2021	VLDB	4.2681507e-05
8,722	Memento Filter: A Fast, Dynamic, and Robust Range Filter	2024	SIGMOD	4.4558244e-05
5,338	Persistent Bloom Filter: Membership Testing for the Entire History	2018	SIGMOD	5.5608985e-05
4,993	Stacked Filters: Learning to Filter by Structure	2021	VLDB	5.7749409e-05
6,829	Prefix Filter: Practically and Theoretically Better Than Bloom	2022	VLDB	4.9083308e-05
5,749	InfiniFilter: Expanding Filters to Infinity and Beyond	2023	SIGMOD	5.3420354e-05