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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
0.00011210073
Overall Rank
1,282 | 91.39%
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
1,359 Dash: Scalable Hashing on Persistent Memory 2020 VLDB 0.00010919021
2,274 DPTree: Differential Indexing for Persistent Memory 2020 VLDB 8.7108312e-05
2,350 Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs 2020 VLDB 8.5984201e-05
2,510 Viper: An Efficient Hybrid PMem-DRAM Key-Value Store 2021 VLDB 8.3698208e-05
2,742 Evaluating Persistent Memory Range Indexes 2020 VLDB 8.0681227e-05
2,877 Exploiting Directly-Attached NVMe Arrays in DBMS 2020 CIDR 7.9181223e-05
3,227 Farview: Disaggregated Memory with Operator Off-loading for Database Engines 2022 CIDR 7.5083649e-05
3,244 Single Machine Graph Analytics on Massive Datasets Using Intel Optane DC Persistent Memory 2020 VLDB 7.4970778e-05
3,657 Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads 2021 SIGMOD 7.1244858e-05
3,826 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 6.9984204e-05
4,094 Virtual-Memory Assisted Buffer Management 2023 SIGMOD 6.8103269e-05
4,167 Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory 2021 SIGMOD 6.7656035e-05
4,201 The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation 2023 VLDB 6.7375318e-05
4,848 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 6.3818116e-05
5,483 Plush: A Write-Optimized Persistent Log-Structured Hash-Table 2022 VLDB 6.1103271e-05
5,496 Density-optimized Intersection-free Mapping and Matrix Multiplication for Join-Project Operations 2022 VLDB 6.1049663e-05
5,949 DEX: Scalable Range Indexing on Disaggregated Memory 2024 VLDB 5.9368754e-05
6,236 Optimizing In-memory Database Engine for AI-powered On-line Decision Augmentation Using Persistent Memory 2021 VLDB 5.8409336e-05
6,877 Evaluating Persistent Memory Range Indexes: Part Two 2022 VLDB 5.6581603e-05
7,005 Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory 2021 VLDB 5.6236238e-05
7,192 NVM: Is it Not Very Meaningful for Databases? 2023 VLDB 5.5902078e-05
7,240 SaS: SSD as SQL Database System 2021 VLDB 5.577789e-05
8,341 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 5.3517356e-05
8,473 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 5.3345353e-05
8,571 Practical DB-OS Co-Design with Privileged Kernel Bypass 2025 SIGMOD 5.3127636e-05
8,660 Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory 2022 VLDB 5.2930333e-05
9,324 PerMA-Bench: Benchmarking Persistent Memory Access 2022 VLDB 5.1941411e-05
9,590 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 5.1567377e-05
9,793 Declarative Memory Services 2026 CIDR 5.1257999e-05
10,133 CloudJump: Optimizing Cloud Databases for Cloud Storages 2022 VLDB 5.0751052e-05
10,202 Sage: Parallel Semi-Asymmetric Graph Algorithms for NVRAMs 2020 VLDB 5.0610409e-05
11,102 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 4.9793485e-05
11,107 HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture 2025 SIGMOD 4.9793485e-05
11,579 Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing 2024 VLDB 4.9793485e-05
12,066 Rethinking Message Brokers on RDMA and NVM 2020 SIGMOD 4.9793485e-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 0.00033526937
157 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.00028317906
340 THE 5 MINUTE RULE FOR TRADING MEMORY FOR DISC ACCESSES and THE 10 BYTE RULE FOR TRADING MEMORY FOR CPU TIME 1987 SIGMOD 0.00020539958
502 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.00017250534
542 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.0001665543
614 Scalable Logging through Emerging Non-Volatile Memory 2014 VLDB 0.0001556755
631 Persistent B+-Trees in Non-Volatile Main Memory 2015 VLDB 0.0001541723
864 Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems 2015 SIGMOD 0.00013391824
964 BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory 2018 VLDB 0.00012810196
1,398 SSD Bufferpool Extensions for Database Systems 2010 VLDB 0.00010783386
1,437 Write-Behind Logging 2017 VLDB 0.0001065408
1,524 Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database 2014 VLDB 0.00010356318
2,038 Write-limited sorts and joins for persistent memory 2014 VLDB 9.1498806e-05
2,295 In-Memory Performance for Big Data 2015 VLDB 8.6819789e-05
2,379 NVRAM-aware Logging in Transaction Systems 2015 VLDB 8.5478851e-05
2,401 REWIND: Recovery Write-Ahead System for In-Memory Non-Volatile Data-Structures 2015 VLDB 8.5193267e-05
2,839 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.9506131e-05
2,998 Instant Recovery for Main-Memory Databases 2015 CIDR 7.7688331e-05
4,190 SAP HANA Adoption of Non-Volatile Memory 2017 VLDB 6.7456998e-05
4,440 Memory Management Techniques for Large-Scale Persistent-Main-Memory Systems 2017 VLDB 6.5995676e-05
5,177 Hybrid Storage Management for Database Systems 2013 VLDB 6.2412137e-05
7,444 hStorage-DB: Heterogeneity-aware Data Management to Exploit the Full Capability of Hybrid Storage Systems 2012 VLDB 5.5249523e-05
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