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Managing Non-Volatile Memory in Database Systems

Summary: Evaluates strategies for integrating non-volatile memory in DB storage: all-NVM, DRAM-front caching, and SSD-backed buffering. Proposes a lightweight storage manager using NVM as a byte-addressable cache layered with DRAM and flash. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h0d513505fec30ee3
Venue
SIGMOD
Year
2018
Pagerank
0.00011172386
Overall Rank
1,288 | 91.37%
DOI
10.1145/3183713.3196897

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{renen_sigmod18,
        title = {{Managing Non-Volatile Memory in Database Systems}},
        author = {van Renen, Alexander and Leis, Viktor and Kemper, Alfons and Neumann, Thomas and Hashida, Takushi and Oe, Kazuichi and Doi, Yoshiyasu and Harada, Lilian and Sato, Mitsuru},
        series = {{SIGMOD} '18},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3183713.3196897},
        url = {https://dl.acm.org/doi/10.1145/3183713.3196897},
        year = {2018}
}

Incoming Citations (Sorted by Pagerank)

Showing 35 of 35 citing papers.

Rank Citing Paper Year Venue Pagerank
1,366 Dash: Scalable Hashing on Persistent Memory 2020 VLDB 0.00010879316
2,288 DPTree: Differential Indexing for Persistent Memory 2020 VLDB 8.6817411e-05
2,352 Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs 2020 VLDB 8.5790132e-05
2,516 Viper: An Efficient Hybrid PMem-DRAM Key-Value Store 2021 VLDB 8.3436817e-05
2,755 Evaluating Persistent Memory Range Indexes 2020 VLDB 8.0383029e-05
2,881 Exploiting Directly-Attached NVMe Arrays in DBMS 2020 CIDR 7.8945474e-05
3,240 Farview: Disaggregated Memory with Operator Off-loading for Database Engines 2022 CIDR 7.482039e-05
3,262 Single Machine Graph Analytics on Massive Datasets Using Intel Optane DC Persistent Memory 2020 VLDB 7.469821e-05
3,663 Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads 2021 SIGMOD 7.1008953e-05
3,816 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 6.9852219e-05
4,044 The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation 2023 VLDB 6.820171e-05
4,089 Virtual-Memory Assisted Buffer Management 2023 SIGMOD 6.7968217e-05
4,182 Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory 2021 SIGMOD 6.7432523e-05
4,759 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 6.420498e-05
5,509 Plush: A Write-Optimized Persistent Log-Structured Hash-Table 2022 VLDB 6.0872396e-05
5,522 Density-optimized Intersection-free Mapping and Matrix Multiplication for Join-Project Operations 2022 VLDB 6.0818991e-05
5,965 DEX: Scalable Range Indexing on Disaggregated Memory 2024 VLDB 5.9144433e-05
6,249 Optimizing In-memory Database Engine for AI-powered On-line Decision Augmentation Using Persistent Memory 2021 VLDB 5.8190376e-05
6,839 Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory 2021 VLDB 5.6514035e-05
6,901 Evaluating Persistent Memory Range Indexes: Part Two 2022 VLDB 5.6367813e-05
7,212 NVM: Is it Not Very Meaningful for Databases? 2023 VLDB 5.5690855e-05
7,253 SaS: SSD as SQL Database System 2021 VLDB 5.5582274e-05
7,998 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 5.3935211e-05
8,437 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 5.315377e-05
8,596 Practical DB-OS Co-Design with Privileged Kernel Bypass 2025 SIGMOD 5.2926896e-05
8,686 Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory 2022 VLDB 5.2730338e-05
9,358 PerMA-Bench: Benchmarking Persistent Memory Access 2022 VLDB 5.1745153e-05
9,624 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 5.1372533e-05
9,832 Declarative Memory Services 2026 CIDR 5.1064323e-05
10,174 CloudJump: Optimizing Cloud Databases for Cloud Storages 2022 VLDB 5.0559291e-05
10,241 Sage: Parallel Semi-Asymmetric Graph Algorithms for NVRAMs 2020 VLDB 5.041918e-05
11,172 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 4.9605343e-05
11,177 HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture 2025 SIGMOD 4.9605343e-05
11,633 Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing 2024 VLDB 4.9605343e-05
12,116 Rethinking Message Brokers on RDMA and NVM 2020 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 22 of 22 cited papers.

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

Rank Cited Paper Year Venue Pagerank
106 Quickly Generating Billion-Record Synthetic Databases 1994 SIGMOD 0.00033563032
157 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.00028244257
342 THE 5 MINUTE RULE FOR TRADING MEMORY FOR DISC ACCESSES and THE 10 BYTE RULE FOR TRADING MEMORY FOR CPU TIME 1987 SIGMOD 0.00020487166
504 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.00017195543
542 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.00016620527
613 Scalable Logging through Emerging Non-Volatile Memory 2014 VLDB 0.00015527424
632 Persistent B+-Trees in Non-Volatile Main Memory 2015 VLDB 0.00015366735
865 Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems 2015 SIGMOD 0.00013346121
967 BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory 2018 VLDB 0.00012766144
1,404 SSD Bufferpool Extensions for Database Systems 2010 VLDB 0.00010753684
1,431 Write-Behind Logging 2017 VLDB 0.00010667031
1,523 Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database 2014 VLDB 0.00010338554
2,049 Write-limited sorts and joins for persistent memory 2014 VLDB 9.1164564e-05
2,303 In-Memory Performance for Big Data 2015 VLDB 8.6602545e-05
2,386 NVRAM-aware Logging in Transaction Systems 2015 VLDB 8.5243884e-05
2,408 REWIND: Recovery Write-Ahead System for In-Memory Non-Volatile Data-Structures 2015 VLDB 8.4908707e-05
2,851 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.9214445e-05
3,010 Instant Recovery for Main-Memory Databases 2015 CIDR 7.7428329e-05
4,211 SAP HANA Adoption of Non-Volatile Memory 2017 VLDB 6.7203849e-05
4,461 Memory Management Techniques for Large-Scale Persistent-Main-Memory Systems 2017 VLDB 6.5752676e-05
5,200 Hybrid Storage Management for Database Systems 2013 VLDB 6.2184559e-05
7,468 hStorage-DB: Heterogeneity-aware Data Management to Exploit the Full Capability of Hybrid Storage Systems 2012 VLDB 5.5042151e-05
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