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: 5059
Venue: SIGMOD
Year: 2015
Pagerank: 0.00015149366
Overall Rank: 940 | 93.47%
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
643	FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory	2016	SIGMOD	0.00018733394
1,424	LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans	2020	VLDB	0.00012044472
1,649	Managing Non-Volatile Memory in Database Systems	2018	SIGMOD	0.00011006201
1,697	Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads	2016	SIGMOD	0.00010859294
1,835	Write-Behind Logging	2017	VLDB	0.00010356306
3,050	Viper: An Efficient Hybrid PMem-DRAM Key-Value Store	2021	VLDB	7.6491863e-05
3,364	Constant Time Recovery in Azure SQL Database	2019	VLDB	7.1677609e-05
3,784	Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases	2016	SIGMOD	6.7664522e-05
3,937	How to Build a Non-Volatile Memory Database Management System	2017	SIGMOD	6.6114468e-05
4,269	Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads	2021	SIGMOD	6.2950779e-05
4,576	SAP HANA Adoption of Non-Volatile Memory	2017	VLDB	6.0660324e-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
5,518	A Top-Down Approach to Achieving Performance Predictability in Database Systems	2017	SIGMOD	5.468383e-05
5,567	Rethinking MIMD-SIMD Interplay for Analytical Query Processing in In-Memory Database Engines	2025	CIDR	5.4288714e-05
6,593	Scalable Database Logging for Multicores	2018	VLDB	4.9956546e-05
6,674	Halo: A Hybrid PMem-DRAM Persistent Hash Index with Fast Recovery	2022	SIGMOD	4.9619472e-05
6,737	SQL Statement Logging for Making SQLite Truly Lite	2018	VLDB	4.9417133e-05
6,749	FineLine: Log-structured Transactional Storage and Recovery	2018	VLDB	4.9363766e-05
6,957	Taurus: Lightweight Parallel Logging for In-Memory Database Management Systems	2021	VLDB	4.8810598e-05
7,004	X-SSD: A Storage System with Native Support for Database Logging and Replication	2022	SIGMOD	4.8607362e-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
7,158	Border-Collie: A Wait-free, Read-optimal Algorithm for Database Logging on Multicore Hardware	2019	SIGMOD	4.8097535e-05
7,336	SaS: SSD as SQL Database System	2021	VLDB	4.7533353e-05
7,406	Database Isolation By Scheduling	2021	VLDB	4.7330129e-05
7,631	Evaluating Persistent Memory Range Indexes: Part Two	2022	VLDB	4.6878629e-05
7,949	DASH: Database Shadowing for Mobile DBMS	2019	VLDB	4.6089395e-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
8,831	Hamming Tree: The Case for Energy-Aware Indexing for NVMs	2023	SIGMOD	4.4360431e-05
9,100	PerMA-Bench: Benchmarking Persistent Memory Access	2022	VLDB	4.3916327e-05
9,281	Extending the Lifetime of NVM: Challenges and Opportunities	2021	VLDB	4.3599319e-05
9,347	NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs	2023	VLDB	4.3512358e-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
11,078	LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services	2024	VLDB	4.1905499e-05
11,570	Rethinking Message Brokers on RDMA and NVM	2020	SIGMOD	4.1905499e-05

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	0.001426258
88	The End of an Architectural Era (It's Time for a Complete Rewrite)	2007	VLDB	0.0005262025
215	OLTP Through the Looking Glass, and What We Found There	2008	SIGMOD	0.00033609709
679	Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems	2012	SIGMOD	0.00018211621
781	Scalable Logging through Emerging Non-Volatile Memory	2014	VLDB	0.00016667457
954	Storage Management in the NVRAM Era	2014	VLDB	0.0001509523
980	Anti-Caching: A New Approach to Database Management System Architecture	2013	VLDB	0.00014868633
1,558	The Case For Safe RAM	1989	VLDB	0.00011378958
5,401	The Necessary Death of the Block Device Interface	2013	CIDR	5.5260995e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
781	Scalable Logging through Emerging Non-Volatile Memory	2014	VLDB	0.00016667457
5,175	Data Management in Non-Volatile Memory	2015	SIGMOD	5.6391661e-05
7,040	NVM: Is it Not Very Meaningful for Databases?	2023	VLDB	4.8493186e-05
954	Storage Management in the NVRAM Era	2014	VLDB	0.0001509523
9,347	NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs	2023	VLDB	4.3512358e-05
9,635	Data Management on Non-Volatile Memory	2019	SIGMOD	4.3070106e-05
1,835	Write-Behind Logging	2017	VLDB	0.00010356306
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
1,649	Managing Non-Volatile Memory in Database Systems	2018	SIGMOD	0.00011006201