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Don't Thrash: How to Cache Your Hash on Flash

Summary: Quotient filter: Bloom-filter substitute with deletions, dynamic resizing, merges, and improved locality from contiguous accesses. SSD-optimized buffered quotient filter and cascade filter beat Bloom variants on inserts (8.6–11x) and lookups (0.94–2.56x); cascade has better I/O asymptotics. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10397
Venue
VLDB
Year
2012
Pagerank
0.00013046661
Overall Rank
1,248 | 91.32%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 31 of 31 citing papers.

Rank Citing Paper Year Venue Pagerank
379 bLSM: A General Purpose Log Structured Merge Tree 2012 SIGMOD 0.0002493527
1,913 BF-Tree: Approximate Tree Indexing 2014 VLDB 0.00010113937
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
2,824 BlueCache: A Scalable Distributed Flash-based Key-value Store 2017 VLDB 8.0589366e-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
4,158 Performance-Optimal Filtering: Bloom Overtakes Cuckoo at High Throughput 2019 VLDB 6.3994318e-05
4,835 Proteus: A Self-Designing Range Filter 2022 SIGMOD 5.8905445e-05
4,945 SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy 2023 SIGMOD 5.8157107e-05
4,994 Stacked Filters: Learning to Filter by Structure 2021 VLDB 5.78027e-05
5,119 Design Tradeoffs of Data Access Methods 2016 SIGMOD 5.6807904e-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
7,663 Optimizing Collections of Bloom Filters within a Space Budget 2024 VLDB 4.6857816e-05
7,694 LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR 2024 SIGMOD 4.6757592e-05
8,015 Streaming Quotient Filter: A Near Optimal Approximate Duplicate Detection Approach for Data Streams 2013 VLDB 4.6051162e-05
8,502 Conditional Cuckoo Filters 2021 SIGMOD 4.4972336e-05
8,525 Aleph Filter: To Infinity in Constant Time 2024 VLDB 4.4937074e-05
8,634 Building Fast and Compact Sketches for Approximately Multi-Set Multi-Membership Querying 2021 SIGMOD 4.4801584e-05
8,957 Adaptive Quotient Filters 2024 SIGMOD 4.4211093e-05
9,842 A four-dimensional Analysis of Partitioned Approximate Filters 2021 VLDB 4.2722447e-05
10,137 Aeris Filter: A Strongly and Monotonically Adaptive Range Filter 2026 SIGMOD 4.1945683e-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
11,222 A Learned Cuckoo Filter for Approximate Membership Queries over Variable-sized Sliding Windows on Data Streams 2023 SIGMOD 4.1945683e-05
11,356 Workload-Adaptive Filtering in Storage Engines 2022 SIGMOD 4.1945683e-05
11,562 Timely Reporting of Heavy Hitters using External Memory 2020 SIGMOD 4.1945683e-05
11,764 Write-Optimized Skip Lists 2017 PODS 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 1 of 1 cited papers.

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

Rank Cited Paper Year Venue Pagerank
1,117 Cache-Oblivious String B-trees 2006 PODS 0.00013882205
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