Breadcrumb Filters: Fast Fully Featured Filters

Summary: Breadcrumb Filter (BCF): new enumerable/full-featured filter with insert/delete/merge/count support, built to beat VQF on speed and space. Up to 34% faster inserts, query-competitive, and more space-efficient than VQF/prefix/cuckoo/BBF. (summarized by gpt-5-mini on Apr 11 2026)

Paper ID: 7455
Venue: SIGMOD
Year: 2026
Pagerank: 4.1945683e-05
Overall Rank: 10,145 | 29.43%
DOI: 10.1145/3786629

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Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
609	Monkey: Optimal Navigable Key-Value Store	2017	SIGMOD	0.0001923446
1,248	Don't Thrash: How to Cache Your Hash on Flash	2012	VLDB	0.00013046661
2,021	Storage Management in AsterixDB	2014	VLDB	9.7601304e-05
2,471	Morton Filters: Faster, Space-Efficient Cuckoo Filters via Biasing, Compression, and Decoupled Logical Sparsity	2018	VLDB	8.7320072e-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
4,945	SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy	2023	SIGMOD	5.8157107e-05
5,516	Vector Quotient Filters: Overcoming the Time/Space Trade-Off in Filter Design	2021	SIGMOD	5.4628856e-05
5,739	InfiniFilter: Expanding Filters to Infinity and Beyond	2023	SIGMOD	5.3471718e-05
6,831	Prefix Filter: Practically and Theoretically Better Than Bloom	2022	VLDB	4.9130458e-05
7,792	IcebergHT: High Performance Hash Tables Through Stability and Low Associativity	2023	SIGMOD	4.6494835e-05
8,525	Aleph Filter: To Infinity in Constant Time	2024	VLDB	4.4937074e-05
10,527	Zombie Hashing: Reanimating Tombstones in a Graveyard	2025	SIGMOD	4.1945683e-05
11,562	Timely Reporting of Heavy Hitters using External Memory	2020	SIGMOD	4.1945683e-05

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Overall Rank	Paper	Year	Venue	Pagerank
8,957	Adaptive Quotient Filters	2024	SIGMOD	4.4211093e-05
4,446	Stable Learned Bloom Filters for Data Streams	2020	VLDB	6.1800659e-05
781	Spectral Bloom Filters	2003	SIGMOD	0.00016741046
2,471	Morton Filters: Faster, Space-Efficient Cuckoo Filters via Biasing, Compression, and Decoupled Logical Sparsity	2018	VLDB	8.7320072e-05
2,843	A General-Purpose Counting Filter: Making Every Bit Count	2017	SIGMOD	8.0257314e-05
4,994	Stacked Filters: Learning to Filter by Structure	2021	VLDB	5.78027e-05
5,516	Vector Quotient Filters: Overcoming the Time/Space Trade-Off in Filter Design	2021	SIGMOD	5.4628856e-05
9,842	A four-dimensional Analysis of Partitioned Approximate Filters	2021	VLDB	4.2722447e-05
4,158	Performance-Optimal Filtering: Bloom Overtakes Cuckoo at High Throughput	2019	VLDB	6.3994318e-05
6,831	Prefix Filter: Practically and Theoretically Better Than Bloom	2022	VLDB	4.9130458e-05