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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
5543
Venue
SIGMOD
Year
2018
Pagerank
0.00010978755
Overall Rank
1,661 | 88.45%
DOI
10.1145/3183713.3196897

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 35 of 35 citing papers.

Rank Citing Paper Year Venue Pagerank
1,888 Dash: Scalable Hashing on Persistent Memory 2020 VLDB 0.00010202743
2,840 Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs 2020 VLDB 8.0349523e-05
2,992 DPTree: Differential Indexing for Persistent Memory 2020 VLDB 7.7693475e-05
3,085 Viper: An Efficient Hybrid PMem-DRAM Key-Value Store 2021 VLDB 7.5993418e-05
3,470 Evaluating Persistent Memory Range Indexes 2020 VLDB 7.0655357e-05
3,525 Single Machine Graph Analytics on Massive Datasets Using Intel Optane DC Persistent Memory 2020 VLDB 7.0080401e-05
3,687 Exploiting Directly-Attached NVMe Arrays in DBMS 2020 CIDR 6.8417266e-05
3,841 Farview: Disaggregated Memory with Operator Off-loading for Database Engines 2022 CIDR 6.7103563e-05
3,885 Density-optimized Intersection-free Mapping and Matrix Multiplication for Join-Project Operations 2022 VLDB 6.6674822e-05
4,235 Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory 2021 SIGMOD 6.3342932e-05
4,281 Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads 2021 SIGMOD 6.2940039e-05
4,544 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 6.1000636e-05
4,583 Virtual-Memory Assisted Buffer Management 2023 SIGMOD 6.0676378e-05
5,374 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 5.5424901e-05
5,490 The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation 2023 VLDB 5.4778129e-05
6,247 Optimizing In-memory Database Engine for AI-powered On-line Decision Augmentation Using Persistent Memory 2021 VLDB 5.1389201e-05
6,741 DEX: Scalable Range Indexing on Disaggregated Memory 2024 VLDB 4.9432931e-05
7,024 Plush: A Write-Optimized Persistent Log-Structured Hash-Table 2022 VLDB 4.8575128e-05
7,043 NVM: Is it Not Very Meaningful for Databases? 2023 VLDB 4.8539749e-05
7,080 Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory 2021 VLDB 4.8417653e-05
7,340 SaS: SSD as SQL Database System 2021 VLDB 4.757874e-05
7,630 Evaluating Persistent Memory Range Indexes: Part Two 2022 VLDB 4.6923637e-05
8,119 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 4.5809563e-05
8,428 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 4.5158105e-05
8,482 Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory 2022 VLDB 4.5010191e-05
9,101 PerMA-Bench: Benchmarking Persistent Memory Access 2022 VLDB 4.3958463e-05
9,185 Practical DB-OS Co-Design with Privileged Kernel Bypass 2025 SIGMOD 4.3792034e-05
9,342 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 4.3554097e-05
9,799 CloudJump: Optimizing Cloud Databases for Cloud Storages 2022 VLDB 4.2818172e-05
9,862 Sage: Parallel Semi-Asymmetric Graph Algorithms for NVRAMs 2020 VLDB 4.2683554e-05
9,980 Declarative Memory Services 2026 CIDR 4.1945683e-05
10,369 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 4.1945683e-05
10,378 HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture 2025 SIGMOD 4.1945683e-05
11,036 Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing 2024 VLDB 4.1945683e-05
11,566 Rethinking Message Brokers on RDMA and NVM 2020 SIGMOD 4.1945683e-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
145 Quickly Generating Billion-Record Synthetic Databases 1994 SIGMOD 0.0004138408
213 THE 5 MINUTE RULE FOR TRADING MEMORY FOR DISC ACCESSES and THE 10 BYTE RULE FOR TRADING MEMORY FOR CPU TIME 1987 SIGMOD 0.00033660051
215 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.0003354907
680 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.0001821501
763 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.00017025851
792 Scalable Logging through Emerging Non-Volatile Memory 2014 VLDB 0.0001661112
819 Persistent B+-Trees in Non-Volatile Main Memory 2015 VLDB 0.00016298164
952 Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems 2015 SIGMOD 0.00015103873
1,405 BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory 2018 VLDB 0.00012174592
1,817 SSD Bufferpool Extensions for Database Systems 2010 VLDB 0.00010435936
1,842 Write-Behind Logging 2017 VLDB 0.00010345337
2,076 Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database 2014 VLDB 9.6059442e-05
2,451 Write-limited sorts and joins for persistent memory 2014 VLDB 8.7856313e-05
2,626 NVRAM-aware Logging in Transaction Systems 2015 VLDB 8.4273618e-05
2,646 REWIND: Recovery Write-Ahead System for In-Memory Non-Volatile Data-Structures 2015 VLDB 8.3829289e-05
2,964 In-Memory Performance for Big Data 2015 VLDB 7.80643e-05
3,075 Instant Recovery for Main-Memory Databases 2015 CIDR 7.6108216e-05
3,365 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.1728897e-05
4,578 SAP HANA Adoption of Non-Volatile Memory 2017 VLDB 6.0708028e-05
5,143 Memory Management Techniques for Large-Scale Persistent-Main-Memory Systems 2017 VLDB 5.6657259e-05
5,331 Hybrid Storage Management for Database Systems 2013 VLDB 5.5665225e-05
7,247 hStorage-DB: Heterogeneity-aware Data Management to Exploit the Full Capability of Hybrid Storage Systems 2012 VLDB 4.790684e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
4,583 Virtual-Memory Assisted Buffer Management 2023 SIGMOD 6.0676378e-05
7,043 NVM: Is it Not Very Meaningful for Databases? 2023 VLDB 4.8539749e-05
9,636 Data Management on Non-Volatile Memory 2019 SIGMOD 4.3111161e-05
10,369 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 4.1945683e-05
1,004 Storage Management in the NVRAM Era 2014 VLDB 0.00014695628
5,175 Data Management in Non-Volatile Memory 2015 SIGMOD 5.6439952e-05
9,342 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 4.3554097e-05
9,276 Extending the Lifetime of NVM: Challenges and Opportunities 2021 VLDB 4.3641144e-05
3,939 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 6.6155594e-05
952 Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems 2015 SIGMOD 0.00015103873