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Cuckoo Index: A Lightweight Secondary Index Structure

Summary: CI is an approximate secondary index using a Cuckoo filter with compressed bitmaps to prune partitions for equality lookups in read-only workloads. It reduces space compared to per-partition Bloom filters for low-to-medium cardinality data and remains competitive for high cardinality, with configurable false-positive control. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
12238
Venue
VLDB
Year
2020
Pagerank
5.5688295e-05
Overall Rank
5,316 | 63.06%
DOI
10.14778/3424573.3424577

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Showing 20 of 20 cited papers.

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

Rank Cited Paper Year Venue Pagerank
71 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059446482
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055735291
101 The Case for Learned Index Structures 2018 SIGMOD 0.00049778866
121 Improved Query Performance with Variant Indexes 1997 SIGMOD 0.00045429472
167 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00039408116
367 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.00025518228
1,169 SuRF: Practical Range Query Filtering with Fast Succinct Tries 2018 SIGMOD 0.00013530267
1,260 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00012990853
1,368 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB 0.0001235708
1,438 Benchmarking Learned Indexes 2021 VLDB 0.00011965956
1,464 Learning Multi-dimensional Indexes 2020 SIGMOD 0.0001184772
1,470 Processing a Trillion Cells per Mouse Click 2012 VLDB 0.00011827274
1,838 Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing 2014 VLDB 0.00010353323
1,887 Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads 2021 VLDB 0.00010201938
1,993 Column Imprints: A Secondary Index Structure 2013 SIGMOD 9.8403548e-05
2,868 Designing Succinct Secondary Indexing Mechanism by Exploiting Column Correlations 2019 SIGMOD 7.9856878e-05
3,611 Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation 2018 SIGMOD 6.9178844e-05
4,157 Performance-Optimal Filtering: Bloom Overtakes Cuckoo at High Throughput 2019 VLDB 6.3935343e-05
5,341 UpBit: Scalable In-Memory Updatable Bitmap Indexing 2016 SIGMOD 5.5592799e-05
8,424 Tree-Encoded Bitmaps 2020 SIGMOD 4.5111681e-05
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