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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
14386
Venue
VLDB
Year
2026
Pagerank
4.4424232e-05
Overall Rank
8,804 | 38.82%
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 4.1905499e-05
10,330 Terark-DS: A High-Performance and Storage-Efficient Key-Value Separation Storage Engine on Disaggregated Storage 2026 VLDB 4.1905499e-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 0.00024954332
486 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022039625
573 Workload-Aware Database Monitoring and Consolidation 2011 SIGMOD 0.00019886777
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
1,669 Amazon DynamoDB: A Seamlessly Scalable Non-relational Datastore 2012 SIGMOD 0.00010945299
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
3,050 Viper: An Efficient Hybrid PMem-DRAM Key-Value Store 2021 VLDB 7.6491863e-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
3,641 OceanBase: A 707 Million tpmC Distributed Relational Database System 2022 VLDB 6.8877808e-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
4,227 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
4,572 Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines 2020 VLDB 6.068399e-05
4,836 Proteus: A Self-Designing Range Filter 2022 SIGMOD 5.8849277e-05
4,920 On Performance Stability in LSM-based Storage Systems 2020 VLDB 5.8262404e-05
5,159 DINOMO: An Elastic, Scalable, High-Performance Key-Value Store for Disaggregated Persistent Memory 2022 VLDB 5.6509885e-05
5,455 Grafite: Taming Adversarial Queries with Optimal Range Filters 2024 SIGMOD 5.4965299e-05
5,543 Lightweight Cardinality Estimation in LSM-based Systems 2018 SIGMOD 5.4486922e-05
5,641 A Comparative Study of Secondary Indexing Techniques in LSM-based NoSQL Databases 2018 SIGMOD 5.3968037e-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
6,186 Dotori: A Key-Value SSD Based KV Store 2023 VLDB 5.1616749e-05
6,394 Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty 2022 VLDB 5.0770427e-05
7,092 Revisiting the Design of LSM-tree Based OLTP Storage Engine with Persistent Memory 2021 VLDB 4.83025e-05
7,623 Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads 2023 SIGMOD 4.6890662e-05
8,011 CAMAL: Optimizing LSM-trees via Active Learning 2024 SIGMOD 4.6022693e-05
8,333 How to Grow an LSM-tree? Towards Bridging the Gap Between Theory and Practice 2025 SIGMOD 4.5390511e-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
9,390 Rethinking The Compaction Policies in LSM-trees 2025 SIGMOD 4.341433e-05
9,467 Disco: A Compact Index for LSM-trees 2025 SIGMOD 4.3309383e-05
9,529 Mnemosyne: Dynamic Workload-Aware BF Tuning via Accurate Statistics in LSM trees 2025 SIGMOD 4.3251912e-05
9,922 DFlush: DPU-Offloaded Flush for Disaggregated LSM-based Key-Value Stores 2025 SIGMOD 4.2504787e-05
10,379 Aster: Enhancing LSM-structures for Scalable Graph Database 2025 SIGMOD 4.1905499e-05
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