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ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads

Summary: ArceKV targets dynamic KV workloads with workload-driven LSM compactions, moving beyond static read/write-ratio tuning. It relaxes traditional LSM constraints via ElasticLSM and uses the lightweight Arce decision engine to choose among compactions/write stalls, yielding ~3x gains on shifting workloads. (summarized by gpt-5.4-mini on Apr 12 2026)

Paper ID
14372
Venue
VLDB
Year
2026
Pagerank
4.4466855e-05
Overall Rank
8,805 | 38.75%
DOI
10.14778/3796195.3796208

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Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
10,255 How to Write to SSDs 2026 VLDB 4.1945683e-05
10,318 Terark-DS: A High-Performance and Storage-Efficient Key-Value Separation Storage Engine on Disaggregated Storage 2026 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 45 of 45 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
379 bLSM: A General Purpose Log Structured Merge Tree 2012 SIGMOD 0.0002493527
488 TiDB: A Raft-based HTAP Database 2020 VLDB 0.000220409
570 Workload-Aware Database Monitoring and Consolidation 2011 SIGMOD 0.00019922274
609 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.0001923446
1,169 SuRF: Practical Range Query Filtering with Fast Succinct Tries 2018 SIGMOD 0.00013536447
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
1,670 Amazon DynamoDB: A Seamlessly Scalable Non-relational Datastore 2012 SIGMOD 0.00010953756
1,960 Compaction management in distributed key-value datastores 2015 VLDB 9.9521444e-05
2,004 X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing 2019 SIGMOD 9.811707e-05
2,109 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 9.5318694e-05
2,606 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 8.4645832e-05
2,798 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 8.1080111e-05
3,085 Viper: An Efficient Hybrid PMem-DRAM Key-Value Store 2021 VLDB 7.5993418e-05
3,386 Lethe: A Tunable Delete-Aware LSM Engine 2020 SIGMOD 7.1577103e-05
3,544 Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores 2020 SIGMOD 6.9898874e-05
3,564 Accordion: Better Memory Organization for LSM Key-Value Stores 2018 VLDB 6.9669032e-05
3,628 OceanBase: A 707 Million tpmC Distributed Relational Database System 2022 VLDB 6.9031596e-05
3,793 Constructing and Analyzing the LSM Compaction Design Space 2021 VLDB 6.7617833e-05
3,965 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 6.5820028e-05
4,227 Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine 2022 VLDB 6.3434324e-05
4,427 TreeLine: An Update-In-Place Key-Value Store for Modern Storage 2023 VLDB 6.1965873e-05
4,588 Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines 2020 VLDB 6.0655418e-05
4,835 Proteus: A Self-Designing Range Filter 2022 SIGMOD 5.8905445e-05
4,914 On Performance Stability in LSM-based Storage Systems 2020 VLDB 5.8315684e-05
5,446 Grafite: Taming Adversarial Queries with Optimal Range Filters 2024 SIGMOD 5.5018138e-05
5,535 Lightweight Cardinality Estimation in LSM-based Systems 2018 SIGMOD 5.4539235e-05
5,631 A Comparative Study of Secondary Indexing Techniques in LSM-based NoSQL Databases 2018 SIGMOD 5.4019839e-05
5,740 DINOMO: An Elastic, Scalable, High-Performance Key-Value Store for Disaggregated Persistent Memory 2022 VLDB 5.3466426e-05
5,762 Oasis: An Optimal Disjoint Segmented Learned Range Filter 2024 VLDB 5.3377299e-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
6,184 Dotori: A Key-Value SSD Based KV Store 2023 VLDB 5.1666338e-05
6,398 Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty 2022 VLDB 5.0819209e-05
7,106 Revisiting the Design of LSM-tree Based OLTP Storage Engine with Persistent Memory 2021 VLDB 4.8300429e-05
7,620 Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads 2023 SIGMOD 4.693568e-05
8,009 CAMAL: Optimizing LSM-trees via Active Learning 2024 SIGMOD 4.6066863e-05
8,339 How to Grow an LSM-tree? Towards Bridging the Gap Between Theory and Practice 2025 SIGMOD 4.5434069e-05
8,627 Limousine: Blending Learned and Classical Indexes to Self-Design Larger-than-Memory Cloud Storage Engines 2024 SIGMOD 4.4829101e-05
9,071 Structural Designs Meet Optimality: Exploring Optimized LSM-tree Structures in A Colossal Configuration Space 2024 SIGMOD 4.4025274e-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
9,529 Mnemosyne: Dynamic Workload-Aware BF Tuning via Accurate Statistics in LSM trees 2025 SIGMOD 4.32934e-05
9,923 DFlush: DPU-Offloaded Flush for Disaggregated LSM-based Key-Value Stores 2025 SIGMOD 4.2545552e-05
10,367 Aster: Enhancing LSM-structures for Scalable Graph Database 2025 SIGMOD 4.1945683e-05
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