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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
6008
Venue
SIGMOD
Year
2020
Pagerank
8.2450522e-05
Overall Rank
2,698 | 81.50%
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 39 of 39 citing papers.

Rank Citing Paper Year Venue Pagerank
1,954 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 9.4208165e-05
2,919 SNARF: A Learning-Enhanced Range Filter 2022 VLDB 7.9628657e-05
3,005 Constructing and Analyzing the LSM Compaction Design Space 2021 VLDB 7.8608206e-05
3,577 Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine 2022 VLDB 7.2930211e-05
4,119 Proteus: A Self-Designing Range Filter 2022 SIGMOD 6.8907395e-05
4,664 GRF: A Global Range Filter for LSM-Trees with Shape Encoding 2024 SIGMOD 6.5787544e-05
4,841 Grafite: Taming Adversarial Queries with Optimal Range Filters 2024 SIGMOD 6.4831558e-05
4,960 InfiniFilter: Expanding Filters to Infinity and Beyond 2023 SIGMOD 6.4280133e-05
5,226 Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems 2021 VLDB 6.3090383e-05
5,229 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 6.307514e-05
5,261 Oasis: An Optimal Disjoint Segmented Learned Range Filter 2024 VLDB 6.2955539e-05
5,766 Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty 2022 VLDB 6.094771e-05
6,416 Memento Filter: A Fast, Dynamic, and Robust Range Filter 2024 SIGMOD 5.8829474e-05
6,456 LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR 2024 SIGMOD 5.8741786e-05
6,843 Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads 2023 SIGMOD 5.7573899e-05
7,368 Accelerating String-key Learned Index Structures via Memoization-based Incremental Training 2024 VLDB 5.6315363e-05
7,693 CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure 2024 SIGMOD 5.5663461e-05
7,757 CAMAL: Optimizing LSM-trees via Active Learning 2024 SIGMOD 5.5508469e-05
7,776 Aleph Filter: To Infinity in Constant Time 2024 VLDB 5.5464036e-05
8,156 How to Grow an LSM-tree? Towards Bridging the Gap Between Theory and Practice 2025 SIGMOD 5.4765648e-05
8,308 Diva: Dynamic Range Filter for Var-Length Keys and Queries 2025 VLDB 5.4562543e-05
8,790 Practical Dynamic Extension for Sampling Indexes 2023 SIGMOD 5.3722049e-05
8,811 ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads 2026 VLDB 5.3652966e-05
8,919 MirrorKV: An Efficient Key-Value Store on Hybrid Cloud Storage with Balanced Performance of Compaction and Querying 2023 SIGMOD 5.3483178e-05
9,021 Structural Designs Meet Optimality: Exploring Optimized LSM-tree Structures in A Colossal Configuration Space 2024 SIGMOD 5.3305499e-05
9,457 Rethinking The Compaction Policies in LSM-trees 2025 SIGMOD 5.2642945e-05
9,463 Hourglass: An Adaptive Range Filter with Lightweight Hybrid Encoding 2026 SIGMOD 5.2634238e-05
9,465 Are Joins over LSM-trees Ready? Take RocksDB as an Example 2025 VLDB 5.2634238e-05
9,535 Disco: A Compact Index for LSM-trees 2025 SIGMOD 5.2533796e-05
9,947 Optimizing Time Series Queries with Versions 2024 SIGMOD 5.1915905e-05
10,134 A Multi-tenant Relational OLTP Database at Salesforce 2026 CIDR 5.093636e-05
10,225 Dynamic Flat Filter: A Unified Framework for Scalable and Stable Fingerprint-Based Filters 2026 SIGMOD 5.093636e-05
10,426 Aeris Filter: A Strongly and Monotonically Adaptive Range Filter 2026 SIGMOD 5.093636e-05
10,465 Improving Range Scan Performance in LSM-trees with Group Caching 2026 SIGMOD 5.093636e-05
10,471 Making LSM-Tree-based Key-Value Store Practical and Efficient for Multi-Tenant Serverless Cloud Databases 2026 SIGMOD 5.093636e-05
11,002 From FASTER to F2: Evolving Concurrent Key-Value Store Designs for Large Skewed Workloads 2025 VLDB 5.093636e-05
11,243 TIGER: Training Inductive Graph Neural Network for Large-scale Knowledge Graph Reasoning 2024 VLDB 5.093636e-05
11,281 LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services 2024 VLDB 5.093636e-05
11,423 A Learned Cuckoo Filter for Approximate Membership Queries over Variable-sized Sliding Windows on Data Streams 2023 SIGMOD 5.093636e-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
232 LinkBench: a Database Benchmark Based on the Facebook Social Graph 2013 SIGMOD 0.00023830978
275 bLSM: A General Purpose Log Structured Merge Tree 2012 SIGMOD 0.00022630189
311 Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries 2001 VLDB 0.00021760621
446 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00018332392
472 Optimizing Space Amplification in RocksDB 2017 CIDR 0.000179044
512 Tree Indexing on Solid State Drives 2010 VLDB 0.00017196795
789 Don't Thrash: How to Cache Your Hash on Flash 2012 VLDB 0.0001401724
831 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00013748512
838 What’s Hot and What’s Not: Tracking Most Frequent Items Dynamically 2003 PODS 0.0001370404
842 How to Summarize the Universe: Dynamic Maintenance of Quantiles 2002 VLDB 0.00013671191
857 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB 0.00013568886
981 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.0001284025
1,015 AsterixDB: A Scalable, Open Source BDMS 2014 VLDB 0.00012647763
1,389 Realtime Data Processing at Facebook 2016 SIGMOD 0.00010943767
1,502 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010557694
1,942 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 9.4451535e-05
1,983 Pregelix: Big(ger) Graph Analytics on A Dataflow Engine 2015 VLDB 9.3544951e-05
2,843 Rose: Compressed, log-structured replication 2008 VLDB 8.0617003e-05
2,970 Accordion: Better Memory Organization for LSM Key-Value Stores 2018 VLDB 7.9122212e-05
3,023 Persistent Data Sketching 2015 SIGMOD 7.8398269e-05
3,121 Answering Range Queries Under Local Differential Privacy 2019 VLDB 7.7357038e-05
4,625 Practical Private Range Search Revisited 2016 SIGMOD 6.5989597e-05
4,779 LogKV: Exploiting Key-Value Stores for Event Log Processing 2013 CIDR 6.5125667e-05
4,971 Persistent Bloom Filter: Membership Testing for the Entire History 2018 SIGMOD 6.4195676e-05
7,064 Coconut Palm: Static and Streaming Data Series Exploration Now in your Palm 2019 SIGMOD 5.7123867e-05
7,249 GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices 2016 SIGMOD 5.6634301e-05
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