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Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems

Summary: Three NVM DBMS storage engines (in-place, copy-on-write, log-structured) are implemented and augmented with NVM-aware persistence and recovery. Emulation on NVM hardware shows up to 5.5x throughput, up to 2x less wear, and near-instantaneous restart recovery, highlighting how byte-addressable persistence reshapes DBMS design. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5058
Venue
SIGMOD
Year
2015
Pagerank
0.00015103873
Overall Rank
952 | 93.38%
DOI
10.1145/2723372.2749441

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 38 of 38 citing papers.

Rank Citing Paper Year Venue Pagerank
680 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.0001821501
1,426 LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans 2020 VLDB 0.00012050977
1,661 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00010978755
1,700 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010858865
1,842 Write-Behind Logging 2017 VLDB 0.00010345337
3,085 Viper: An Efficient Hybrid PMem-DRAM Key-Value Store 2021 VLDB 7.5993418e-05
3,374 Constant Time Recovery in Azure SQL Database 2019 VLDB 7.1635315e-05
3,782 Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases 2016 SIGMOD 6.7722614e-05
3,939 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 6.6155594e-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
4,578 SAP HANA Adoption of Non-Volatile Memory 2017 VLDB 6.0708028e-05
5,374 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 5.5424901e-05
5,505 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 5.4734224e-05
5,559 Rethinking MIMD-SIMD Interplay for Analytical Query Processing in In-Memory Database Engines 2025 CIDR 5.4340893e-05
6,592 Scalable Database Logging for Multicores 2018 VLDB 5.0000872e-05
6,735 SQL Statement Logging for Making SQLite Truly Lite 2018 VLDB 4.9460247e-05
6,772 FineLine: Log-structured Transactional Storage and Recovery 2018 VLDB 4.9313122e-05
6,785 Halo: A Hybrid PMem-DRAM Persistent Hash Index with Fast Recovery 2022 SIGMOD 4.9260601e-05
6,966 Taurus: Lightweight Parallel Logging for In-Memory Database Management Systems 2021 VLDB 4.8808246e-05
7,036 X-SSD: A Storage System with Native Support for Database Logging and Replication 2022 SIGMOD 4.8548161e-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
7,160 Border-Collie: A Wait-free, Read-optimal Algorithm for Database Logging on Multicore Hardware 2019 SIGMOD 4.8140054e-05
7,340 SaS: SSD as SQL Database System 2021 VLDB 4.757874e-05
7,406 Database Isolation By Scheduling 2021 VLDB 4.7375424e-05
7,630 Evaluating Persistent Memory Range Indexes: Part Two 2022 VLDB 4.6923637e-05
7,946 DASH: Database Shadowing for Mobile DBMS 2019 VLDB 4.613363e-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
8,831 Hamming Tree: The Case for Energy-Aware Indexing for NVMs 2023 SIGMOD 4.4402596e-05
9,101 PerMA-Bench: Benchmarking Persistent Memory Access 2022 VLDB 4.3958463e-05
9,276 Extending the Lifetime of NVM: Challenges and Opportunities 2021 VLDB 4.3641144e-05
9,342 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 4.3554097e-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
11,075 LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services 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 9 of 9 cited papers.

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

Rank Cited Paper Year Venue Pagerank
9 Implementation Techniques For Main Memory Database Systems 1984 SIGMOD 0.0014279444
86 The End of an Architectural Era (It's Time for a Complete Rewrite) 2007 VLDB 0.00052563276
215 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.0003354907
679 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.00018215154
792 Scalable Logging through Emerging Non-Volatile Memory 2014 VLDB 0.0001661112
982 Anti-Caching: A New Approach to Database Management System Architecture 2013 VLDB 0.00014872253
1,004 Storage Management in the NVRAM Era 2014 VLDB 0.00014695628
1,560 The Case For Safe RAM 1989 VLDB 0.00011364861
5,403 The Necessary Death of the Block Device Interface 2013 CIDR 5.5269076e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
792 Scalable Logging through Emerging Non-Volatile Memory 2014 VLDB 0.0001661112
5,175 Data Management in Non-Volatile Memory 2015 SIGMOD 5.6439952e-05
7,043 NVM: Is it Not Very Meaningful for Databases? 2023 VLDB 4.8539749e-05
1,004 Storage Management in the NVRAM Era 2014 VLDB 0.00014695628
9,342 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 4.3554097e-05
9,636 Data Management on Non-Volatile Memory 2019 SIGMOD 4.3111161e-05
1,842 Write-Behind Logging 2017 VLDB 0.00010345337
9,276 Extending the Lifetime of NVM: Challenges and Opportunities 2021 VLDB 4.3641144e-05
1,661 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00010978755
3,939 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 6.6155594e-05