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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
h8e884133dad62b3f
Venue
VLDB
Year
2026
Pagerank
5.3556365e-05
Overall Rank
8,245 | 44.74%
DOI
10.14778/3796195.3796208
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{liu_vldb26,
        title = {{ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads}},
        author = {Liu, Junfeng and Xie, Haoxuan and Luo, Siqiang},
        journal = {PVLDB},
        series = {{VLDB} '26},
        volume = {19},
        number = {5},
        pages = {958--972},
        doi = {10.14778/3796195.3796208},
        url = {https://doi.org/10.14778/3796195.3796208},
        year = {2026}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

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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
232 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023776373
261 bLSM: A General Purpose Log Structured Merge Tree 2012 SIGMOD 0.00022862412
402 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019070605
586 Workload-Aware Database Monitoring and Consolidation 2011 SIGMOD 0.00015905357
761 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00014191047
814 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB 0.00013697533
892 SuRF: Practical Range Query Filtering with Fast Succinct Tries 2018 SIGMOD 0.00013207671
1,324 X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing 2019 SIGMOD 0.00011019001
1,429 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010685393
1,572 Compaction management in distributed key-value datastores 2015 VLDB 0.00010174039
1,683 Amazon DynamoDB: A Seamlessly Scalable Non-relational Datastore 2012 SIGMOD 9.8808416e-05
1,900 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 9.3926585e-05
1,991 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 9.2264312e-05
2,516 Viper: An Efficient Hybrid PMem-DRAM Key-Value Store 2021 VLDB 8.3436817e-05
2,667 Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores 2020 SIGMOD 8.1324472e-05
2,780 Constructing and Analyzing the LSM Compaction Design Space 2021 VLDB 8.0073289e-05
2,796 Lethe: A Tunable Delete-Aware LSM Engine 2020 SIGMOD 7.9849253e-05
2,824 OceanBase: A 707 Million tpmC Distributed Relational Database System 2022 VLDB 7.9511637e-05
2,882 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 7.894356e-05
3,012 Accordion: Better Memory Organization for LSM Key-Value Stores 2018 VLDB 7.7414696e-05
3,249 TreeLine: An Update-In-Place Key-Value Store for Modern Storage 2023 VLDB 7.4761584e-05
3,489 Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine 2022 VLDB 7.2421958e-05
3,679 Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines 2020 VLDB 7.0849238e-05
3,952 DINOMO: An Elastic, Scalable, High-Performance Key-Value Store for Disaggregated Persistent Memory 2022 VLDB 6.8878348e-05
4,141 On Performance Stability in LSM-based Storage Systems 2020 VLDB 6.7690985e-05
4,207 Proteus: A Self-Designing Range Filter 2022 SIGMOD 6.7226406e-05
4,706 Grafite: Taming Adversarial Queries with Optimal Range Filters 2024 SIGMOD 6.4426536e-05
4,771 GRF: A Global Range Filter for LSM-Trees with Shape Encoding 2024 SIGMOD 6.412225e-05
4,901 Oasis: An Optimal Disjoint Segmented Learned Range Filter 2024 VLDB 6.3483238e-05
4,970 A Comparative Study of Secondary Indexing Techniques in LSM-based NoSQL Databases 2018 SIGMOD 6.3213732e-05
5,046 Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems 2021 VLDB 6.2884087e-05
5,056 Lightweight Cardinality Estimation in LSM-based Systems 2018 SIGMOD 6.282339e-05
5,272 Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty 2022 VLDB 6.1887235e-05
5,626 Dotori: A Key-Value SSD Based KV Store 2023 VLDB 6.0441077e-05
6,137 Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads 2023 SIGMOD 5.8576977e-05
6,513 Revisiting the Design of LSM-tree Based OLTP Storage Engine with Persistent Memory 2021 VLDB 5.7438448e-05
7,925 CAMAL: Optimizing LSM-trees via Active Learning 2024 SIGMOD 5.4086685e-05
8,342 How to Grow an LSM-tree? Towards Bridging the Gap Between Theory and Practice 2025 SIGMOD 5.3345258e-05
8,638 Limousine: Blending Learned and Classical Indexes to Self-Design Larger-than-Memory Cloud Storage Engines 2024 SIGMOD 5.2825944e-05
8,666 Mnemosyne: Dynamic Workload-Aware BF Tuning via Accurate Statistics in LSM trees 2025 SIGMOD 5.277223e-05
9,084 Aster: Enhancing LSM-structures for Scalable Graph Database 2025 SIGMOD 5.2097768e-05
9,162 Rethinking The Compaction Policies in LSM-trees 2025 SIGMOD 5.2035666e-05
9,215 Structural Designs Meet Optimality: Exploring Optimized LSM-tree Structures in A Colossal Configuration Space 2024 SIGMOD 5.1921944e-05
9,503 DFlush: DPU-Offloaded Flush for Disaggregated LSM-based Key-Value Stores 2025 SIGMOD 5.1532096e-05
9,747 Disco: A Compact Index for LSM-trees 2025 SIGMOD 5.1177772e-05
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