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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
h43bda90bc6084ab2
Venue
SIGMOD
Year
2015
Pagerank
0.00013388481
Overall Rank
864 | 94.20%
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
502 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.00017250394
1,200 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00011559584
1,281 LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans 2020 VLDB 0.00011218311
1,283 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011205832
1,437 Write-Behind Logging 2017 VLDB 0.00010651307
2,507 Viper: An Efficient Hybrid PMem-DRAM Key-Value Store 2021 VLDB 8.3688413e-05
2,952 Constant Time Recovery in Azure SQL Database 2019 VLDB 7.8143358e-05
3,466 Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases 2016 SIGMOD 7.2755875e-05
3,496 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 7.2523692e-05
3,658 Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads 2021 SIGMOD 7.1211998e-05
4,166 Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory 2021 SIGMOD 6.7635038e-05
4,190 SAP HANA Adoption of Non-Volatile Memory 2017 VLDB 6.7425306e-05
4,738 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 6.4417968e-05
4,913 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 6.3548977e-05
6,074 Halo: A Hybrid PMem-DRAM Persistent Hash Index with Fast Recovery 2022 SIGMOD 5.8926486e-05
6,163 Taurus: Lightweight Parallel Logging for In-Memory Database Management Systems 2021 VLDB 5.8623616e-05
6,282 Rethinking MIMD-SIMD Interplay for Analytical Query Processing in In-Memory Database Engines 2025 CIDR 5.821952e-05
6,320 Scalable Database Logging for Multicores 2018 VLDB 5.8129998e-05
6,495 FineLine: Log-structured Transactional Storage and Recovery 2018 VLDB 5.7640595e-05
6,835 SQL Statement Logging for Making SQLite Truly Lite 2018 VLDB 5.6661619e-05
6,880 Border-Collie: A Wait-free, Read-optimal Algorithm for Database Logging on Multicore Hardware 2019 SIGMOD 5.656238e-05
6,882 Evaluating Persistent Memory Range Indexes: Part Two 2022 VLDB 5.6554818e-05
6,890 X-SSD: A Storage System with Native Support for Database Logging and Replication 2022 SIGMOD 5.652433e-05
7,004 Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory 2021 VLDB 5.621848e-05
7,194 NVM: Is it Not Very Meaningful for Databases? 2023 VLDB 5.5875615e-05
7,243 SaS: SSD as SQL Database System 2021 VLDB 5.5751486e-05
7,573 Database Isolation By Scheduling 2021 VLDB 5.4924612e-05
7,982 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 5.4114146e-05
8,419 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 5.3328741e-05
8,439 DASH: Database Shadowing for Mobile DBMS 2019 VLDB 5.3324907e-05
9,003 Hamming Tree: The Case for Energy-Aware Indexing for NVMs 2023 SIGMOD 5.2393165e-05
9,333 PerMA-Bench: Benchmarking Persistent Memory Access 2022 VLDB 5.1916822e-05
9,531 Extending the Lifetime of NVM: Challenges and Opportunities 2021 VLDB 5.1648829e-05
9,598 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 5.1542966e-05
10,034 LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services 2024 VLDB 5.0901047e-05
11,111 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 4.9769913e-05
11,116 HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture 2025 SIGMOD 4.9769913e-05
12,072 Rethinking Message Brokers on RDMA and NVM 2020 SIGMOD 4.9769913e-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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