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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
5120
Venue
SIGMOD
Year
2015
Pagerank
0.00013677356
Overall Rank
841 | 94.24%
DOI
10.1145/2723372.2749441

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{arulraj_sigmod15,
        title = {{Let’s Talk About Storage \& Recovery Methods for Non-Volatile Memory Database Systems}},
        author = {Arulraj, Joy and Pavlo, Andrew and Dulloor, Subramanya R.},
        series = {{SIGMOD} '15},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2723372.2749441},
        url = {https://dl.acm.org/doi/10.1145/2723372.2749441},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 38 of 38 citing papers.

Rank Citing Paper Year Venue Pagerank
491 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.00017575163
1,199 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00011703966
1,226 LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans 2020 VLDB 0.00011589731
1,258 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011438197
1,480 Write-Behind Logging 2017 VLDB 0.00010649376
2,471 Viper: An Efficient Hybrid PMem-DRAM Key-Value Store 2021 VLDB 8.5329393e-05
2,924 Constant Time Recovery in Azure SQL Database 2019 VLDB 7.9562091e-05
3,448 Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases 2016 SIGMOD 7.4079432e-05
3,455 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 7.4000022e-05
3,647 Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads 2021 SIGMOD 7.2271935e-05
4,110 Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory 2021 SIGMOD 6.8948348e-05
4,133 SAP HANA Adoption of Non-Volatile Memory 2017 VLDB 6.8820232e-05
4,763 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 6.519206e-05
4,816 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 6.4949878e-05
6,265 Scalable Database Logging for Multicores 2018 VLDB 5.9356364e-05
6,277 Rethinking MIMD-SIMD Interplay for Analytical Query Processing in In-Memory Database Engines 2025 CIDR 5.9288764e-05
6,397 Halo: A Hybrid PMem-DRAM Persistent Hash Index with Fast Recovery 2022 SIGMOD 5.8869998e-05
6,512 FineLine: Log-structured Transactional Storage and Recovery 2018 VLDB 5.8563029e-05
6,531 Taurus: Lightweight Parallel Logging for In-Memory Database Management Systems 2021 VLDB 5.8490101e-05
6,703 SQL Statement Logging for Making SQLite Truly Lite 2018 VLDB 5.7974031e-05
6,733 Evaluating Persistent Memory Range Indexes: Part Two 2022 VLDB 5.7880281e-05
6,776 X-SSD: A Storage System with Native Support for Database Logging and Replication 2022 SIGMOD 5.777467e-05
6,792 Border-Collie: A Wait-free, Read-optimal Algorithm for Database Logging on Multicore Hardware 2019 SIGMOD 5.7721543e-05
6,859 Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory 2021 VLDB 5.7520461e-05
7,046 NVM: Is it Not Very Meaningful for Databases? 2023 VLDB 5.7185159e-05
7,135 SaS: SSD as SQL Database System 2021 VLDB 5.6940523e-05
7,434 Database Isolation By Scheduling 2021 VLDB 5.619487e-05
8,167 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 5.4745703e-05
8,264 DASH: Database Shadowing for Mobile DBMS 2019 VLDB 5.4574671e-05
8,357 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 5.4446759e-05
8,833 Hamming Tree: The Case for Energy-Aware Indexing for NVMs 2023 SIGMOD 5.3599647e-05
9,150 PerMA-Bench: Benchmarking Persistent Memory Access 2022 VLDB 5.3133586e-05
9,409 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 5.2750967e-05
9,423 Extending the Lifetime of NVM: Challenges and Opportunities 2021 VLDB 5.2717556e-05
10,659 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 5.093636e-05
10,666 HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture 2025 SIGMOD 5.093636e-05
11,281 LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services 2024 VLDB 5.093636e-05
11,763 Rethinking Message Brokers on RDMA and NVM 2020 SIGMOD 5.093636e-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.

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