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Revisiting the Design of LSM-tree Based OLTP Storage Engine with Persistent Memory

Summary: Revisits LSM-based OLTP for PM–SSD DBaaS with Halloc, a semi-persistent memtable, log-free Reorder Ring commits, and a globally indexed PM level with nonblocking compaction. Delivers near-instant recovery and up to 3.8× YCSB/2× TPC-C gains. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
12558
Venue
VLDB
Year
2021
Pagerank
5.8050516e-05
Overall Rank
6,679 | 54.18%
DOI
10.14778/3467861.3467875

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{yan_vldb21,
        title = {{Revisiting the Design of LSM-tree Based OLTP Storage Engine with Persistent Memory}},
        author = {Yan, Baoyue and Cheng, Xuntao and Jiang, Bo and Chen, Shibin and Shang, Canfang and Wang, Jianying and Huang, Gui and Yang, Xinjun and Cao, Wei and Li, Feifei},
        journal = {PVLDB},
        series = {{VLDB} '21},
        volume = {14},
        number = {10},
        pages = {1872--1885},
        doi = {10.14778/3467861.3467875},
        url = {https://doi.org/10.14778/3467861.3467875},
        year = {2021}
}

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank Citing Paper Year Venue Pagerank
6,086 Plush: A Write-Optimized Persistent Log-Structured Hash-Table 2022 VLDB 5.9817424e-05
6,615 A Topology-Aware Localized Update Strategy for Graph-Based ANN Index 2026 VLDB 5.8214312e-05
8,167 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 5.4745703e-05
8,811 ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads 2026 VLDB 5.3652966e-05
9,021 Structural Designs Meet Optimality: Exploring Optimized LSM-tree Structures in A Colossal Configuration Space 2024 SIGMOD 5.3305499e-05
9,151 Tair-PMem: A Fully Durable Non-Volatile Memory Database 2022 VLDB 5.3133586e-05
9,506 FluidKV: Seamlessly Bridging the Gap between Indexing Performance and Memory-Footprint on Ultra-Fast Storage 2024 VLDB 5.258497e-05
10,489 RadixGraph: A Fast, Space-Optimized Data Structure for Dynamic Graph Storage 2026 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank Cited Paper Year Venue Pagerank
491 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.00017575163
621 Persistent B+-Trees in Non-Volatile Main Memory 2015 VLDB 0.00015695264
831 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00013748512
1,213 MyRocks: LSM-Tree Database Storage Engine Serving Facebook's Social Graph 2020 VLDB 0.00011646797
1,347 X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing 2019 SIGMOD 0.00011073571
1,390 Building a Bw-Tree Takes More Than Just Buzz Words 2018 SIGMOD 0.00010942775
1,502 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010557694
1,823 LB+-Trees: Optimizing Persistent Index Performance on 3DXPoint Memory 2020 VLDB 9.6739945e-05
2,707 Evaluating Persistent Memory Range Indexes 2020 VLDB 8.2279594e-05
2,970 Accordion: Better Memory Organization for LSM Key-Value Stores 2018 VLDB 7.9122212e-05
3,455 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 7.4000022e-05
4,647 Memory Management Techniques for Large-Scale Persistent-Main-Memory Systems 2017 VLDB 6.5879506e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 5,229 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD
2 621 Persistent B+-Trees in Non-Volatile Main Memory 2015 VLDB
3 857 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB
4 4,262 On Performance Stability in LSM-based Storage Systems 2020 VLDB
5 3,005 Constructing and Analyzing the LSM Compaction Design Space 2021 VLDB
6 5,226 Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems 2021 VLDB
7 10,274 O3-LSM: Maximizing Disaggregated LSM Write Performance via Three-Layer Offloading 2026 SIGMOD
8 3,647 Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads 2021 SIGMOD
9 4,647 Memory Management Techniques for Large-Scale Persistent-Main-Memory Systems 2017 VLDB
10 6,828 Breaking Down Memory Walls in LSM-based Storage Systems 2020 SIGMOD