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: 5946
Venue: SIGMOD
Year: 2020
Pagerank: 6.9898874e-05
Overall Rank: 3,544 | 75.35%
DOI: 10.1145/3318464.3389731

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 38 of 38 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,798	Chucky: A Succinct Cuckoo Filter for LSM-Tree	2021	SIGMOD	8.1080111e-05
3,611	SNARF: A Learning-Enhanced Range Filter	2022	VLDB	6.9191399e-05
3,793	Constructing and Analyzing the LSM Compaction Design Space	2021	VLDB	6.7617833e-05
4,227	Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine	2022	VLDB	6.3434324e-05
4,835	Proteus: A Self-Designing Range Filter	2022	SIGMOD	5.8905445e-05
5,446	Grafite: Taming Adversarial Queries with Optimal Range Filters	2024	SIGMOD	5.5018138e-05
5,739	InfiniFilter: Expanding Filters to Infinity and Beyond	2023	SIGMOD	5.3471718e-05
5,762	Oasis: An Optimal Disjoint Segmented Learned Range Filter	2024	VLDB	5.3377299e-05
5,791	Dissecting, Designing, and Optimizing LSM-based Data Stores	2022	SIGMOD	5.3268999e-05
5,863	GRF: A Global Range Filter for LSM-Trees with Shape Encoding	2024	SIGMOD	5.2979639e-05
5,918	Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems	2021	VLDB	5.2737135e-05
6,398	Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty	2022	VLDB	5.0819209e-05
7,620	Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads	2023	SIGMOD	4.693568e-05
7,694	LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR	2024	SIGMOD	4.6757592e-05
7,808	CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure	2024	SIGMOD	4.6455813e-05
8,009	CAMAL: Optimizing LSM-trees via Active Learning	2024	SIGMOD	4.6066863e-05
8,076	Accelerating String-key Learned Index Structures via Memoization-based Incremental Training	2024	VLDB	4.5917398e-05
8,339	How to Grow an LSM-tree? Towards Bridging the Gap Between Theory and Practice	2025	SIGMOD	4.5434069e-05
8,525	Aleph Filter: To Infinity in Constant Time	2024	VLDB	4.4937074e-05
8,724	Memento Filter: A Fast, Dynamic, and Robust Range Filter	2024	SIGMOD	4.4600996e-05
8,805	ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads	2026	VLDB	4.4466855e-05
8,876	MirrorKV: An Efficient Key-Value Store on Hybrid Cloud Storage with Balanced Performance of Compaction and Querying	2023	SIGMOD	4.4304279e-05
9,071	Structural Designs Meet Optimality: Exploring Optimized LSM-tree Structures in A Colossal Configuration Space	2024	SIGMOD	4.4025274e-05
9,218	Diva: Dynamic Range Filter for Var-Length Keys and Queries	2025	VLDB	4.3702863e-05
9,317	Are Joins over LSM-trees Ready? Take RocksDB as an Example	2025	VLDB	4.3556432e-05
9,386	Rethinking The Compaction Policies in LSM-trees	2025	SIGMOD	4.3455975e-05
9,465	Disco: A Compact Index for LSM-trees	2025	SIGMOD	4.3350926e-05
9,758	Practical Dynamic Extension for Sampling Indexes	2023	SIGMOD	4.2879116e-05
9,792	Optimizing Time Series Queries with Versions	2024	SIGMOD	4.2818172e-05
9,987	A Multi-tenant Relational OLTP Database at Salesforce	2026	CIDR	4.1945683e-05
10,021	Hourglass: An Adaptive Range Filter with Lightweight Hybrid Encoding	2026	SIGMOD	4.1945683e-05
10,137	Aeris Filter: A Strongly and Monotonically Adaptive Range Filter	2026	SIGMOD	4.1945683e-05
10,176	Improving Range Scan Performance in LSM-trees with Group Caching	2026	SIGMOD	4.1945683e-05
10,182	Making LSM-Tree-based Key-Value Store Practical and Efficient for Multi-Tenant Serverless Cloud Databases	2026	SIGMOD	4.1945683e-05
10,773	From FASTER to F2: Evolving Concurrent Key-Value Store Designs for Large Skewed Workloads	2025	VLDB	4.1945683e-05
11,033	TIGER: Training Inductive Graph Neural Network for Large-scale Knowledge Graph Reasoning	2024	VLDB	4.1945683e-05
11,075	LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services	2024	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

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
281	LinkBench: a Database Benchmark Based on the Facebook Social Graph	2013	SIGMOD	0.0002906793
344	Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries	2001	VLDB	0.00026702512
379	bLSM: A General Purpose Log Structured Merge Tree	2012	SIGMOD	0.0002493527
563	Tree Indexing on Solid State Drives	2010	VLDB	0.00020031827
569	Optimizing Space Amplification in RocksDB	2017	CIDR	0.00019924098
609	Monkey: Optimal Navigable Key-Value Store	2017	SIGMOD	0.0001923446
865	What’s Hot and What’s Not: Tracking Most Frequent Items Dynamically	2003	PODS	0.00015808172
956	How to Summarize the Universe: Dynamic Maintenance of Quantiles	2002	VLDB	0.00015066967
1,077	Incremental Organization for Data Recording and Warehousing	1997	VLDB	0.00014247204
1,248	Don't Thrash: How to Cache Your Hash on Flash	2012	VLDB	0.00013046661
1,311	Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging	2018	SIGMOD	0.00012657439
1,366	SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data	2017	VLDB	0.00012357685
1,438	AsterixDB: A Scalable, Open Source BDMS	2014	VLDB	0.00011973592
1,613	Realtime Data Processing at Facebook	2016	SIGMOD	0.00011140777
2,109	The Log-Structured Merge-Bush & the Wacky Continuum	2019	SIGMOD	9.5318694e-05
2,529	Pregelix: Big(ger) Graph Analytics on A Dataflow Engine	2015	VLDB	8.5940768e-05
2,558	Rose: Compressed, log-structured replication	2008	VLDB	8.5455497e-05
2,606	Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn	2019	CIDR	8.4645832e-05
3,399	Answering Range Queries Under Local Differential Privacy	2019	VLDB	7.1408089e-05
3,564	Accordion: Better Memory Organization for LSM Key-Value Stores	2018	VLDB	6.9669032e-05
3,614	Persistent Data Sketching	2015	SIGMOD	6.9147318e-05
4,799	Practical Private Range Search Revisited	2016	SIGMOD	5.9119553e-05
5,332	Persistent Bloom Filter: Membership Testing for the Entire History	2018	SIGMOD	5.5662513e-05
5,356	LogKV: Exploiting Key-Value Stores for Event Log Processing	2013	CIDR	5.5509715e-05
7,174	Coconut Palm: Static and Streaming Data Series Exploration Now in your Palm	2019	SIGMOD	4.8114555e-05
7,472	GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices	2016	SIGMOD	4.7199619e-05

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569	Optimizing Space Amplification in RocksDB	2017	CIDR	0.00019924098
10,176	Improving Range Scan Performance in LSM-trees with Group Caching	2026	SIGMOD	4.1945683e-05
3,611	SNARF: A Learning-Enhanced Range Filter	2022	VLDB	6.9191399e-05
8,724	Memento Filter: A Fast, Dynamic, and Robust Range Filter	2024	SIGMOD	4.4600996e-05
4,835	Proteus: A Self-Designing Range Filter	2022	SIGMOD	5.8905445e-05
5,762	Oasis: An Optimal Disjoint Segmented Learned Range Filter	2024	VLDB	5.3377299e-05
9,071	Structural Designs Meet Optimality: Exploring Optimized LSM-tree Structures in A Colossal Configuration Space	2024	SIGMOD	4.4025274e-05
7,620	Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads	2023	SIGMOD	4.693568e-05
1,169	SuRF: Practical Range Query Filtering with Fast Succinct Tries	2018	SIGMOD	0.00013536447
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