Evaluating Persistent Memory Range Indexes
Summary: First comprehensive real-hardware evaluation of PM range indexes (wBTree, NV-Tree, BzTree, FPTree) on Intel Optane DC. PiBench’s unified model exposes which persistence techniques work in practice, plus key trade-offs and caveats. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Lucas Lersch (SAP; Technical University of Dresden)
- 2. Xiangpeng Hao (Simon Fraser University)
- 3. Ismail Oukid (Snowflake)
- 4. Tianzhen Wang (Simon Fraser University)
- 5. Thomas Willhalm (Intel)
BibTeX Citation
@article{lersch_vldb20,
title = {{Evaluating Persistent Memory Range Indexes}},
author = {Lersch, Lucas and Hao, Xiangpeng and Oukid, Ismail and Wang, Tianzhen and Willhalm, Thomas},
journal = {PVLDB},
series = {{VLDB} '20},
volume = {13},
number = {4},
pages = {574--587},
doi = {10.14778/3372716.3372728},
url = {https://doi.org/10.14778/3372716.3372728},
year = {2020}
}Incoming Citations (Sorted by Pagerank)
Showing 24 of 24 citing papers.
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 105 | Quickly Generating Billion-Record Synthetic Databases | 1994 | SIGMOD | 0.00033877899 |
| 491 | FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory | 2016 | SIGMOD | 0.00017575163 |
| 603 | Scalable Logging through Emerging Non-Volatile Memory | 2014 | VLDB | 0.00015853456 |
| 621 | Persistent B+-Trees in Non-Volatile Main Memory | 2015 | VLDB | 0.00015695264 |
| 658 | Rethinking Database Algorithms for Phase Change Memory | 2011 | CIDR | 0.0001523554 |
| 948 | BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory | 2018 | VLDB | 0.0001303916 |
| 964 | Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes | 2016 | SIGMOD | 0.00012934147 |
| 1,141 | Mostly-Optimistic Concurrency Control for Highly Contended Dynamic Workloads on a Thousand Cores | 2017 | VLDB | 0.0001200422 |
| 1,258 | Managing Non-Volatile Memory in Database Systems | 2018 | SIGMOD | 0.00011438197 |
| 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 | 948 | BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory | 2018 | VLDB |
| 2 | 2,910 | APEX: A High-Performance Learned Index on Persistent Memory | 2022 | VLDB |
| 3 | 5,683 | SSDs Striking Back: The Storage Jungle and Its Implications on Persistent Indexes | 2022 | CIDR |
| 4 | 9,150 | PerMA-Bench: Benchmarking Persistent Memory Access | 2022 | VLDB |
| 5 | 5,954 | When Tree Meets Hash: Reducing Random Reads for Index Structures on Persistent Memories | 2023 | SIGMOD |
| 6 | 8,963 | The Past, Present and Future of Indexing on Persistent Memory | 2022 | VLDB |
| 7 | 4,682 | Persistent Memory Hash Indexes: An Experimental Evaluation | 2021 | VLDB |
| 8 | 2,246 | DPTree: Differential Indexing for Persistent Memory | 2020 | VLDB |
| 9 | 7,883 | PiBench Online: Interactive Benchmarking of Persistent Memory Indexes | 2020 | VLDB |
| 10 | 6,733 | Evaluating Persistent Memory Range Indexes: Part Two | 2022 | VLDB |