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Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores

Summary: Rosetta: probabilistic range filter for LSM-tree KV stores; space-time optimized to reduce FPR. Hierarchical Bloom filters index all key prefixes; ranges map to multiple probes; workload-aware tuning; RocksDB integration; up to 40x faster range lookups and net performance gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h01e2076d4cb9119d
Venue
SIGMOD
Year
2020
Pagerank
8.1532061e-05
Overall Rank
2,664 | 82.10%
DOI
10.1145/3318464.3389731

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{luo_sigmod20,
        title = {{Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores}},
        author = {Luo, Siqiang and Chatterjee, Subarna and Ketsetsidis, Rafael and Dayan, Niv and Qin, Wilson and Idreos, Stratos},
        series = {{SIGMOD} '20},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3318464.3389731},
        url = {https://dl.acm.org/doi/10.1145/3318464.3389731},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 40 of 40 citing papers.

Rank Citing Paper Year Venue Pagerank
1,982 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 9.2570284e-05
2,771 Constructing and Analyzing the LSM Compaction Design Space 2021 VLDB 8.0338932e-05
2,839 SNARF: A Learning-Enhanced Range Filter 2022 VLDB 7.9490277e-05
3,480 Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine 2022 VLDB 7.2661848e-05
4,198 Proteus: A Self-Designing Range Filter 2022 SIGMOD 6.7385809e-05
4,753 GRF: A Global Range Filter for LSM-Trees with Shape Encoding 2024 SIGMOD 6.4334982e-05
4,878 Oasis: An Optimal Disjoint Segmented Learned Range Filter 2024 VLDB 6.369385e-05
4,950 Grafite: Taming Adversarial Queries with Optimal Range Filters 2024 SIGMOD 6.339603e-05
5,022 Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems 2021 VLDB 6.309271e-05
5,041 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 6.2998284e-05
5,084 InfiniFilter: Expanding Filters to Infinity and Beyond 2023 SIGMOD 6.2824822e-05
5,250 Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty 2022 VLDB 6.2092552e-05
6,121 LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR 2024 SIGMOD 5.8779092e-05
6,123 Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads 2023 SIGMOD 5.8771312e-05
6,549 Memento Filter: A Fast, Dynamic, and Robust Range Filter 2024 SIGMOD 5.7482274e-05
6,867 Accelerating String-key Learned Index Structures via Memoization-based Incremental Training 2024 VLDB 5.6581046e-05
7,239 CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure 2024 SIGMOD 5.5761767e-05
7,909 CAMAL: Optimizing LSM-trees via Active Learning 2024 SIGMOD 5.4266123e-05
7,944 Aleph Filter: To Infinity in Constant Time 2024 VLDB 5.4193905e-05
8,138 Diva: Dynamic Range Filter for Var-Length Keys and Queries 2025 VLDB 5.3905556e-05
8,228 ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads 2026 VLDB 5.3734043e-05
8,326 How to Grow an LSM-tree? Towards Bridging the Gap Between Theory and Practice 2025 SIGMOD 5.3522236e-05
8,953 Practical Dynamic Extension for Sampling Indexes 2023 SIGMOD 5.2517412e-05
9,091 MirrorKV: An Efficient Key-Value Store on Hybrid Cloud Storage with Balanced Performance of Compaction and Querying 2023 SIGMOD 5.2258409e-05
9,140 Rethinking The Compaction Policies in LSM-trees 2025 SIGMOD 5.2208299e-05
9,191 Structural Designs Meet Optimality: Exploring Optimized LSM-tree Structures in A Colossal Configuration Space 2024 SIGMOD 5.20942e-05
9,651 Hourglass: An Adaptive Range Filter with Lightweight Hybrid Encoding 2026 SIGMOD 5.142891e-05
9,654 Are Joins over LSM-trees Ready? Take RocksDB as an Example 2025 VLDB 5.142891e-05
9,715 Disco: A Compact Index for LSM-trees 2025 SIGMOD 5.1347559e-05
10,034 LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services 2024 VLDB 5.0901047e-05
10,135 Optimizing Time Series Queries with Versions 2024 SIGMOD 5.0727027e-05
10,234 From FASTER to F2: Evolving Concurrent Key-Value Store Designs for Large Skewed Workloads 2025 VLDB 5.0547568e-05
10,367 A Multi-tenant Relational OLTP Database at Salesforce 2026 CIDR 4.9769913e-05
10,453 Dynamic Flat Filter: A Unified Framework for Scalable and Stable Fingerprint-Based Filters 2026 SIGMOD 4.9769913e-05
10,626 Aeris Filter: A Strongly and Monotonically Adaptive Range Filter 2026 SIGMOD 4.9769913e-05
10,663 Improving Range Scan Performance in LSM-trees with Group Caching 2026 SIGMOD 4.9769913e-05
10,669 Making LSM-Tree-based Key-Value Store Practical and Efficient for Multi-Tenant Serverless Cloud Databases 2026 SIGMOD 4.9769913e-05
10,924 Reaching the Pinnacle of TPC-DS: Co-design of Architecture, Executor, and Storage in TDSQL 2026 VLDB 4.9769913e-05
11,582 TIGER: Training Inductive Graph Neural Network for Large-scale Knowledge Graph Reasoning 2024 VLDB 4.9769913e-05
11,743 A Learned Cuckoo Filter for Approximate Membership Queries over Variable-sized Sliding Windows on Data Streams 2023 SIGMOD 4.9769913e-05
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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
236 LinkBench: a Database Benchmark Based on the Facebook Social Graph 2013 SIGMOD 0.00023664907
258 bLSM: A General Purpose Log Structured Merge Tree 2012 SIGMOD 0.00022932099
312 Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries 2001 VLDB 0.0002130211
400 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019124757
436 Optimizing Space Amplification in RocksDB 2017 CIDR 0.00018312911
513 Tree Indexing on Solid State Drives 2010 VLDB 0.00017040424
753 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00014232329
789 Don't Thrash: How to Cache Your Hash on Flash 2012 VLDB 0.00013972179
817 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB 0.00013685662
858 What’s Hot and What’s Not: Tracking Most Frequent Items Dynamically 2003 PODS 0.00013420431
863 How to Summarize the Universe: Dynamic Maintenance of Quantiles 2002 VLDB 0.00013390792
921 AsterixDB: A Scalable, Open Source BDMS 2014 VLDB 0.00013064043
968 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.00012793641
1,303 Realtime Data Processing at Facebook 2016 SIGMOD 0.00011101274
1,422 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010720711
1,891 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 9.4233024e-05
2,000 Pregelix: Big(ger) Graph Analytics on A Dataflow Engine 2015 VLDB 9.2101691e-05
2,894 Rose: Compressed, log-structured replication 2008 VLDB 7.8968405e-05
2,996 Accordion: Better Memory Organization for LSM Key-Value Stores 2018 VLDB 7.7670057e-05
3,082 Persistent Data Sketching 2015 SIGMOD 7.6626082e-05
3,177 Answering Range Queries Under Local Differential Privacy 2019 VLDB 7.5637918e-05
4,723 Practical Private Range Search Revisited 2016 SIGMOD 6.4507676e-05
4,775 LogKV: Exploiting Key-Value Stores for Event Log Processing 2013 CIDR 6.4199958e-05
5,096 Persistent Bloom Filter: Membership Testing for the Entire History 2018 SIGMOD 6.2747628e-05
7,041 Coconut Palm: Static and Streaming Data Series Exploration Now in your Palm 2019 SIGMOD 5.6120015e-05
7,394 GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices 2016 SIGMOD 5.5347771e-05
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