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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
h4827b8721b6c6325
Venue
VLDB
Year
2021
Pagerank
5.7648519e-05
Overall Rank
6,500 | 56.30%
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 9 of 9 citing papers.

Rank Citing Paper Year Venue Pagerank
5,483 Plush: A Write-Optimized Persistent Log-Structured Hash-Table 2022 VLDB 6.1103271e-05
5,619 A Topology-Aware Localized Update Strategy for Graph-Based ANN Index 2026 VLDB 6.062554e-05
8,221 ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads 2026 VLDB 5.3759492e-05
8,341 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 5.3517356e-05
9,181 Structural Designs Meet Optimality: Exploring Optimized LSM-tree Structures in A Colossal Configuration Space 2024 SIGMOD 5.2118872e-05
9,325 Tair-PMem: A Fully Durable Non-Volatile Memory Database 2022 VLDB 5.1941411e-05
9,690 FluidKV: Seamlessly Bridging the Gap between Indexing Performance and Memory-Footprint on Ultra-Fast Storage 2024 VLDB 5.1405104e-05
10,676 RadixGraph: A Fast, Space-Optimized Data Structure for Dynamic Graph Storage 2026 SIGMOD 4.9793485e-05
10,763 Swan: Hybrid MVCC Management for Efficient Transaction Processing in LSM-Tree-Based Key-Value Stores 2026 VLDB 4.9793485e-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
502 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.00017250534
631 Persistent B+-Trees in Non-Volatile Main Memory 2015 VLDB 0.0001541723
754 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00014236015
1,147 MyRocks: LSM-Tree Database Storage Engine Serving Facebook's Social Graph 2020 VLDB 0.00011813751
1,313 X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing 2019 SIGMOD 0.00011060108
1,320 Building a Bw-Tree Takes More Than Just Buzz Words 2018 SIGMOD 0.00011045319
1,422 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010725538
1,854 LB+-Trees: Optimizing Persistent Index Performance on 3DXPoint Memory 2020 VLDB 9.4991601e-05
2,742 Evaluating Persistent Memory Range Indexes 2020 VLDB 8.0681227e-05
2,995 Accordion: Better Memory Organization for LSM Key-Value Stores 2018 VLDB 7.7705434e-05
3,496 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 7.2557397e-05
4,440 Memory Management Techniques for Large-Scale Persistent-Main-Memory Systems 2017 VLDB 6.5995676e-05
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# Overall Rank Paper Year Venue
1 2,038 Write-limited sorts and joins for persistent memory 2014 VLDB
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7 10,486 O3-LSM: Maximizing Disaggregated LSM Write Performance via Three-Layer Offloading 2026 SIGMOD
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