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Rethinking The Compaction Policies in LSM-trees

Summary: Reframes compaction in LSM-trees as a throughput investment, optimizing timing and aggressiveness under CPU/I/O contention. Introduces EcoTune, a three-level LSM model solved by DP, delivering 1.5–3x query throughput over leveling on RocksDB. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
7262
Venue
SIGMOD
Year
2025
Pagerank
4.341433e-05
Overall Rank
9,390 | 34.74%
DOI
10.1145/3725344

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
8,804 ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads 2026 VLDB 4.4424232e-05
10,176 Improving Range Scan Performance in LSM-trees with Group Caching 2026 SIGMOD 4.1905499e-05
10,255 How to Write to SSDs 2026 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 42 of 42 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 0.00029084275
361 BLOCKBENCH: A Framework for Analyzing Private Blockchains 2017 SIGMOD 0.00025765318
379 bLSM: A General Purpose Log Structured Merge Tree 2012 SIGMOD 0.00024954332
608 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019233548
1,169 SuRF: Practical Range Query Filtering with Fast Succinct Tries 2018 SIGMOD 0.00013530267
1,309 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00012655712
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
1,932 X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing 2019 SIGMOD 0.00010050776
1,957 Compaction management in distributed key-value datastores 2015 VLDB 9.961151e-05
2,112 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 9.5244583e-05
2,606 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 8.4621503e-05
2,797 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 8.1116755e-05
3,363 Lethe: A Tunable Delete-Aware LSM Engine 2020 SIGMOD 7.1680649e-05
3,545 Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores 2020 SIGMOD 6.9831585e-05
3,567 Accordion: Better Memory Organization for LSM Key-Value Stores 2018 VLDB 6.9606988e-05
3,614 SNARF: A Learning-Enhanced Range Filter 2022 VLDB 6.9124805e-05
3,673 LittleTable: A Time-Series Database and Its Uses 2017 SIGMOD 6.8509543e-05
3,797 Constructing and Analyzing the LSM Compaction Design Space 2021 VLDB 6.7552936e-05
3,970 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 6.5756727e-05
4,157 Performance-Optimal Filtering: Bloom Overtakes Cuckoo at High Throughput 2019 VLDB 6.3935343e-05
4,227 Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine 2022 VLDB 6.3381409e-05
4,404 TreeLine: An Update-In-Place Key-Value Store for Modern Storage 2023 VLDB 6.2052645e-05
4,836 Proteus: A Self-Designing Range Filter 2022 SIGMOD 5.8849277e-05
4,856 TOAIN: A Throughput Optimizing Adaptive Index for Answering Dynamic kNN Queries on Road Networks 2018 VLDB 5.868876e-05
4,920 On Performance Stability in LSM-based Storage Systems 2020 VLDB 5.8262404e-05
4,948 SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy 2023 SIGMOD 5.810122e-05
5,156 Coconut: A Scalable Bottom-Up Approach for Building Data Series Indexes 2018 VLDB 5.6534878e-05
5,455 Grafite: Taming Adversarial Queries with Optimal Range Filters 2024 SIGMOD 5.4965299e-05
5,519 Vector Quotient Filters: Overcoming the Time/Space Trade-Off in Filter Design 2021 SIGMOD 5.4682661e-05
5,543 Lightweight Cardinality Estimation in LSM-based Systems 2018 SIGMOD 5.4486922e-05
5,769 Oasis: An Optimal Disjoint Segmented Learned Range Filter 2024 VLDB 5.3326049e-05
5,868 GRF: A Global Range Filter for LSM-Trees with Shape Encoding 2024 SIGMOD 5.2928769e-05
5,920 Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems 2021 VLDB 5.2686888e-05
6,227 An LSM-based Tuple Compaction Framework for Apache AsterixDB 2020 VLDB 5.1408445e-05
6,394 Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty 2022 VLDB 5.0770427e-05
6,829 Prefix Filter: Practically and Theoretically Better Than Bloom 2022 VLDB 4.9083308e-05
7,467 GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices 2016 SIGMOD 4.7174456e-05
7,623 Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads 2023 SIGMOD 4.6890662e-05
8,624 Limousine: Blending Learned and Classical Indexes to Self-Design Larger-than-Memory Cloud Storage Engines 2024 SIGMOD 4.4786127e-05
9,069 Structural Designs Meet Optimality: Exploring Optimized LSM-tree Structures in A Colossal Configuration Space 2024 SIGMOD 4.3983078e-05
9,932 ChainedFilter: Combining Membership Filters by Chain Rule 2023 SIGMOD 4.2461158e-05
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