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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
5544
Venue
SIGMOD
Year
2018
Pagerank
0.00011006201
Overall Rank
1,649 | 88.55%
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
1,823 Dash: Scalable Hashing on Persistent Memory 2020 VLDB 0.00010403355
2,829 Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs 2020 VLDB 8.0542308e-05
2,986 DPTree: Differential Indexing for Persistent Memory 2020 VLDB 7.7757727e-05
3,050 Viper: An Efficient Hybrid PMem-DRAM Key-Value Store 2021 VLDB 7.6491863e-05
3,341 Evaluating Persistent Memory Range Indexes 2020 VLDB 7.1984492e-05
3,525 Single Machine Graph Analytics on Massive Datasets Using Intel Optane DC Persistent Memory 2020 VLDB 7.0071573e-05
3,682 Exploiting Directly-Attached NVMe Arrays in DBMS 2020 CIDR 6.8429686e-05
3,829 Farview: Disaggregated Memory with Operator Off-loading for Database Engines 2022 CIDR 6.7187307e-05
3,886 Density-optimized Intersection-free Mapping and Matrix Multiplication for Join-Project Operations 2022 VLDB 6.6610704e-05
4,269 Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads 2021 SIGMOD 6.2950779e-05
4,523 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 6.1102901e-05
4,579 Virtual-Memory Assisted Buffer Management 2023 SIGMOD 6.0651118e-05
4,816 Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory 2021 SIGMOD 5.897817e-05
5,362 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 5.5474601e-05
5,498 The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation 2023 VLDB 5.4738497e-05
6,242 Optimizing In-memory Database Engine for AI-powered On-line Decision Augmentation Using Persistent Memory 2021 VLDB 5.1351431e-05
6,536 Plush: A Write-Optimized Persistent Log-Structured Hash-Table 2022 VLDB 5.0182211e-05
6,742 DEX: Scalable Range Indexing on Disaggregated Memory 2024 VLDB 4.9385502e-05
7,040 NVM: Is it Not Very Meaningful for Databases? 2023 VLDB 4.8493186e-05
7,074 Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory 2021 VLDB 4.8372993e-05
7,336 SaS: SSD as SQL Database System 2021 VLDB 4.7533353e-05
7,631 Evaluating Persistent Memory Range Indexes: Part Two 2022 VLDB 4.6878629e-05
8,124 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 4.5765641e-05
8,422 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 4.5114807e-05
8,481 Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory 2022 VLDB 4.4967042e-05
9,100 PerMA-Bench: Benchmarking Persistent Memory Access 2022 VLDB 4.3916327e-05
9,189 Practical DB-OS Co-Design with Privileged Kernel Bypass 2025 SIGMOD 4.3750062e-05
9,347 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 4.3512358e-05
9,802 CloudJump: Optimizing Cloud Databases for Cloud Storages 2022 VLDB 4.2777144e-05
9,861 Sage: Parallel Semi-Asymmetric Graph Algorithms for NVRAMs 2020 VLDB 4.2642656e-05
9,979 Declarative Memory Services 2026 CIDR 4.1905499e-05
10,381 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 4.1905499e-05
10,390 HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture 2025 SIGMOD 4.1905499e-05
11,039 Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing 2024 VLDB 4.1905499e-05
11,570 Rethinking Message Brokers on RDMA and NVM 2020 SIGMOD 4.1905499e-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 0.00041403894
214 THE 5 MINUTE RULE FOR TRADING MEMORY FOR DISC ACCESSES and THE 10 BYTE RULE FOR TRADING MEMORY FOR CPU TIME 1987 SIGMOD 0.00033644457
215 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.00033609709
643 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.00018733394
756 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.00017079523
781 Scalable Logging through Emerging Non-Volatile Memory 2014 VLDB 0.00016667457
809 Persistent B+-Trees in Non-Volatile Main Memory 2015 VLDB 0.00016409797
940 Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems 2015 SIGMOD 0.00015149366
1,306 BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory 2018 VLDB 0.00012674725
1,815 SSD Bufferpool Extensions for Database Systems 2010 VLDB 0.00010439702
1,835 Write-Behind Logging 2017 VLDB 0.00010356306
2,075 Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database 2014 VLDB 9.6115775e-05
2,257 Write-limited sorts and joins for persistent memory 2014 VLDB 9.1808674e-05
2,628 NVRAM-aware Logging in Transaction Systems 2015 VLDB 8.4290885e-05
2,634 REWIND: Recovery Write-Ahead System for In-Memory Non-Volatile Data-Structures 2015 VLDB 8.4091408e-05
2,976 In-Memory Performance for Big Data 2015 VLDB 7.7865451e-05
3,035 Instant Recovery for Main-Memory Databases 2015 CIDR 7.6724794e-05
3,362 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.1681058e-05
4,576 SAP HANA Adoption of Non-Volatile Memory 2017 VLDB 6.0660324e-05
5,130 Memory Management Techniques for Large-Scale Persistent-Main-Memory Systems 2017 VLDB 5.6721688e-05
5,333 Hybrid Storage Management for Database Systems 2013 VLDB 5.5627592e-05
7,239 hStorage-DB: Heterogeneity-aware Data Management to Exploit the Full Capability of Hybrid Storage Systems 2012 VLDB 4.7870862e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
4,579 Virtual-Memory Assisted Buffer Management 2023 SIGMOD 6.0651118e-05
7,040 NVM: Is it Not Very Meaningful for Databases? 2023 VLDB 4.8493186e-05
9,635 Data Management on Non-Volatile Memory 2019 SIGMOD 4.3070106e-05
10,381 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 4.1905499e-05
954 Storage Management in the NVRAM Era 2014 VLDB 0.0001509523
5,175 Data Management in Non-Volatile Memory 2015 SIGMOD 5.6391661e-05
9,347 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 4.3512358e-05
9,281 Extending the Lifetime of NVM: Challenges and Opportunities 2021 VLDB 4.3599319e-05
3,937 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 6.6114468e-05
940 Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems 2015 SIGMOD 0.00015149366