Vector Quotient Filters: Overcoming the Time/Space Trade-Off in Filter Design

Summary: Vector Quotient Filter (VQF) uses power-of-two-choices hashing and SIMD for O(1) cost, stable across loads. Inserts ~2x Morton; lookups/deletes on par with cuckoo; thread-safe variant enables ~3x insertion throughput with four threads. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6121
Venue: SIGMOD
Year: 2021
Pagerank: 5.4628856e-05
Overall Rank: 5,516 | 61.63%
DOI: 10.1145/3448016.3452841

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,739	InfiniFilter: Expanding Filters to Infinity and Beyond	2023	SIGMOD	5.3471718e-05
5,863	GRF: A Global Range Filter for LSM-Trees with Shape Encoding	2024	SIGMOD	5.2979639e-05
6,831	Prefix Filter: Practically and Theoretically Better Than Bloom	2022	VLDB	4.9130458e-05
7,663	Optimizing Collections of Bloom Filters within a Space Budget	2024	VLDB	4.6857816e-05
7,732	Double-Anonymous Sketch: Achieving Top-K-fairness for Finding Global Top-K Frequent Items	2023	SIGMOD	4.6657123e-05
8,235	SepHash: A Write-Optimized Hash Index On Disaggregated Memory via Separate Segment Structure	2024	VLDB	4.5535352e-05
8,525	Aleph Filter: To Infinity in Constant Time	2024	VLDB	4.4937074e-05
8,957	Adaptive Quotient Filters	2024	SIGMOD	4.4211093e-05
9,386	Rethinking The Compaction Policies in LSM-trees	2025	SIGMOD	4.3455975e-05
9,529	Mnemosyne: Dynamic Workload-Aware BF Tuning via Accurate Statistics in LSM trees	2025	SIGMOD	4.32934e-05
10,145	Breadcrumb Filters: Fast Fully Featured Filters	2026	SIGMOD	4.1945683e-05
10,742	Sphinx: A Succinct Perfect Hash Index for x86	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 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
2,843	A General-Purpose Counting Filter: Making Every Bit Count	2017	SIGMOD	8.0257314e-05
11,562	Timely Reporting of Heavy Hitters using External Memory	2020	SIGMOD	4.1945683e-05

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4,994	Stacked Filters: Learning to Filter by Structure	2021	VLDB	5.78027e-05
5,739	InfiniFilter: Expanding Filters to Infinity and Beyond	2023	SIGMOD	5.3471718e-05
10,145	Breadcrumb Filters: Fast Fully Featured Filters	2026	SIGMOD	4.1945683e-05
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6,831	Prefix Filter: Practically and Theoretically Better Than Bloom	2022	VLDB	4.9130458e-05
2,843	A General-Purpose Counting Filter: Making Every Bit Count	2017	SIGMOD	8.0257314e-05
8,957	Adaptive Quotient Filters	2024	SIGMOD	4.4211093e-05
2,471	Morton Filters: Faster, Space-Efficient Cuckoo Filters via Biasing, Compression, and Decoupled Logical Sparsity	2018	VLDB	8.7320072e-05