DBScholar

Back to papers

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
8.1569551e-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
1,980 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 9.2595896e-05
2,770 Constructing and Analyzing the LSM Compaction Design Space 2021 VLDB 8.037607e-05
2,837 SNARF: A Learning-Enhanced Range Filter 2022 VLDB 7.9527715e-05
3,479 Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine 2022 VLDB 7.2695068e-05
4,197 Proteus: A Self-Designing Range Filter 2022 SIGMOD 6.7417716e-05
4,750 GRF: A Global Range Filter for LSM-Trees with Shape Encoding 2024 SIGMOD 6.4354422e-05
4,875 Oasis: An Optimal Disjoint Segmented Learned Range Filter 2024 VLDB 6.3724016e-05
4,947 Grafite: Taming Adversarial Queries with Optimal Range Filters 2024 SIGMOD 6.3426055e-05
5,018 Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems 2021 VLDB 6.3121723e-05
5,046 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 6.3000825e-05
5,081 InfiniFilter: Expanding Filters to Infinity and Beyond 2023 SIGMOD 6.2854372e-05
5,248 Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty 2022 VLDB 6.211056e-05
6,120 LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR 2024 SIGMOD 5.880693e-05
6,124 Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads 2023 SIGMOD 5.8788211e-05
6,547 Memento Filter: A Fast, Dynamic, and Robust Range Filter 2024 SIGMOD 5.7509499e-05
6,863 Accelerating String-key Learned Index Structures via Memoization-based Incremental Training 2024 VLDB 5.6607844e-05
7,241 CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure 2024 SIGMOD 5.5777445e-05
7,905 CAMAL: Optimizing LSM-trees via Active Learning 2024 SIGMOD 5.4291824e-05
7,940 Aleph Filter: To Infinity in Constant Time 2024 VLDB 5.4219572e-05
8,132 Diva: Dynamic Range Filter for Var-Length Keys and Queries 2025 VLDB 5.3931086e-05
8,221 ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads 2026 VLDB 5.3759492e-05
8,329 How to Grow an LSM-tree? Towards Bridging the Gap Between Theory and Practice 2025 SIGMOD 5.3536854e-05
8,944 Practical Dynamic Extension for Sampling Indexes 2023 SIGMOD 5.2542285e-05
9,081 MirrorKV: An Efficient Key-Value Store on Hybrid Cloud Storage with Balanced Performance of Compaction and Querying 2023 SIGMOD 5.2283159e-05
9,130 Rethinking The Compaction Policies in LSM-trees 2025 SIGMOD 5.2233025e-05
9,181 Structural Designs Meet Optimality: Exploring Optimized LSM-tree Structures in A Colossal Configuration Space 2024 SIGMOD 5.2118872e-05
9,643 Hourglass: An Adaptive Range Filter with Lightweight Hybrid Encoding 2026 SIGMOD 5.1453267e-05
9,646 Are Joins over LSM-trees Ready? Take RocksDB as an Example 2025 VLDB 5.1453267e-05
9,710 Disco: A Compact Index for LSM-trees 2025 SIGMOD 5.1371878e-05
10,029 LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services 2024 VLDB 5.0925155e-05
10,131 Optimizing Time Series Queries with Versions 2024 SIGMOD 5.0751052e-05
10,228 From FASTER to F2: Evolving Concurrent Key-Value Store Designs for Large Skewed Workloads 2025 VLDB 5.0571508e-05
10,355 A Multi-tenant Relational OLTP Database at Salesforce 2026 CIDR 4.9793485e-05
10,441 Dynamic Flat Filter: A Unified Framework for Scalable and Stable Fingerprint-Based Filters 2026 SIGMOD 4.9793485e-05
10,615 Aeris Filter: A Strongly and Monotonically Adaptive Range Filter 2026 SIGMOD 4.9793485e-05
10,652 Improving Range Scan Performance in LSM-trees with Group Caching 2026 SIGMOD 4.9793485e-05
10,658 Making LSM-Tree-based Key-Value Store Practical and Efficient for Multi-Tenant Serverless Cloud Databases 2026 SIGMOD 4.9793485e-05
10,915 Reaching the Pinnacle of TPC-DS: Co-design of Architecture, Executor, and Storage in TDSQL 2026 VLDB 4.9793485e-05
11,576 TIGER: Training Inductive Graph Neural Network for Large-scale Knowledge Graph Reasoning 2024 VLDB 4.9793485e-05
11,737 A Learned Cuckoo Filter for Approximate Membership Queries over Variable-sized Sliding Windows on Data Streams 2023 SIGMOD 4.9793485e-05
Previous Page 1 / 1 Next

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 0.00023671522
258 bLSM: A General Purpose Log Structured Merge Tree 2012 SIGMOD 0.00022939599
312 Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries 2001 VLDB 0.00021311793
400 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019129175
436 Optimizing Space Amplification in RocksDB 2017 CIDR 0.00018319035
513 Tree Indexing on Solid State Drives 2010 VLDB 0.00017044842
754 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00014236015
789 Don't Thrash: How to Cache Your Hash on Flash 2012 VLDB 0.0001397781
816 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB 0.00013687311
858 What’s Hot and What’s Not: Tracking Most Frequent Items Dynamically 2003 PODS 0.000134266
862 How to Summarize the Universe: Dynamic Maintenance of Quantiles 2002 VLDB 0.00013396995
922 AsterixDB: A Scalable, Open Source BDMS 2014 VLDB 0.00013068048
966 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.0001279879
1,303 Realtime Data Processing at Facebook 2016 SIGMOD 0.0001110427
1,422 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010725538
1,889 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 9.4273689e-05
1,998 Pregelix: Big(ger) Graph Analytics on A Dataflow Engine 2015 VLDB 9.2144238e-05
2,894 Rose: Compressed, log-structured replication 2008 VLDB 7.9005767e-05
2,995 Accordion: Better Memory Organization for LSM Key-Value Stores 2018 VLDB 7.7705434e-05
3,080 Persistent Data Sketching 2015 SIGMOD 7.6662346e-05
3,175 Answering Range Queries Under Local Differential Privacy 2019 VLDB 7.5673688e-05
4,722 Practical Private Range Search Revisited 2016 SIGMOD 6.4538202e-05
4,772 LogKV: Exploiting Key-Value Stores for Event Log Processing 2013 CIDR 6.4229185e-05
5,093 Persistent Bloom Filter: Membership Testing for the Entire History 2018 SIGMOD 6.277732e-05
7,040 Coconut Palm: Static and Streaming Data Series Exploration Now in your Palm 2019 SIGMOD 5.6146574e-05
7,392 GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices 2016 SIGMOD 5.537378e-05
Previous Page 1 / 1 Next

Semantically Similar Papers