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Scalable Logging through Emerging Non-Volatile Memory

Summary: Recasts transaction logging for byte-addressable NVM, where immediate persistence enables distributed logging across multicore/multisocket systems. Passive group commit protects committed work with negligible overhead; distributed logging delivers up to 3× speedup over centralized logging. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
ha604cb5edac84fd0
Venue
VLDB
Year
2014
Pagerank
0.00015527424
Overall Rank
613 | 95.90%
DOI
10.14778/2732951.2732959
PDF
Download (CC BY-NC-ND 3.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{wang_vldb14,
        title = {{Scalable Logging through Emerging Non-Volatile Memory}},
        author = {Wang, Tianzheng and Johnson, Ryan},
        journal = {PVLDB},
        series = {{VLDB} '14},
        volume = {7},
        number = {10},
        pages = {865--876},
        doi = {10.14778/2732951.2732959},
        url = {https://doi.org/10.14778/2732951.2732959},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 49 of 49 citing papers.

Rank Citing Paper Year Venue Pagerank
504 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.00017195543
542 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.00016620527
636 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015329098
865 Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems 2015 SIGMOD 0.00013346121
1,288 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011172386
1,302 TicToc: Time Traveling Optimistic Concurrency Control 2016 SIGMOD 0.00011092608
1,366 Dash: Scalable Hashing on Persistent Memory 2020 VLDB 0.00010879316
1,431 Write-Behind Logging 2017 VLDB 0.00010667031
2,386 NVRAM-aware Logging in Transaction Systems 2015 VLDB 8.5243884e-05
2,408 REWIND: Recovery Write-Ahead System for In-Memory Non-Volatile Data-Structures 2015 VLDB 8.4908707e-05
2,755 Evaluating Persistent Memory Range Indexes 2020 VLDB 8.0383029e-05
2,967 Constant Time Recovery in Azure SQL Database 2019 VLDB 7.7892733e-05
3,010 Instant Recovery for Main-Memory Databases 2015 CIDR 7.7428329e-05
3,011 Query Fresh: Log Shipping on Steroids 2018 VLDB 7.7421635e-05
3,464 Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases 2016 SIGMOD 7.2615048e-05
3,505 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 7.2290072e-05
3,816 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 6.9852219e-05
4,071 The Art of Latency Hiding in Modern Database Engines 2024 VLDB 6.8073218e-05
4,534 Persistent Memory Hash Indexes: An Experimental Evaluation 2021 VLDB 6.5408712e-05
4,696 Enabling Low Tail Latency on Multicore Key-Value Stores 2020 VLDB 6.448377e-05
4,759 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 6.420498e-05
4,932 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 6.3369302e-05
4,957 Data Management in Non-Volatile Memory 2015 SIGMOD 6.3256743e-05
5,134 Fast Failure Recovery for Main-Memory DBMSs on Multicores 2017 SIGMOD 6.2456145e-05
5,225 LeanStore: A High-Performance Storage Engine for NVMe SSDs 2024 VLDB 6.2100105e-05
5,709 Long-lived Transactions Made Less Harmful 2020 SIGMOD 6.010393e-05
6,089 Halo: A Hybrid PMem-DRAM Persistent Hash Index with Fast Recovery 2022 SIGMOD 5.8731638e-05
6,174 Taurus: Lightweight Parallel Logging for In-Memory Database Management Systems 2021 VLDB 5.8452454e-05
6,331 Scalable Database Logging for Multicores 2018 VLDB 5.7939818e-05
6,507 FineLine: Log-structured Transactional Storage and Recovery 2018 VLDB 5.7453056e-05
6,740 Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems 2022 VLDB 5.6774409e-05
6,839 Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory 2021 VLDB 5.6514035e-05
6,848 Skeena: Efficient and Consistent Cross-Engine Transactions 2022 SIGMOD 5.6495967e-05
6,898 Border-Collie: A Wait-free, Read-optimal Algorithm for Database Logging on Multicore Hardware 2019 SIGMOD 5.6377384e-05
6,901 Evaluating Persistent Memory Range Indexes: Part Two 2022 VLDB 5.6367813e-05
6,907 X-SSD: A Storage System with Native Support for Database Logging and Replication 2022 SIGMOD 5.6338283e-05
7,071 SQLite Optimization with Phase Change Memory for Mobile Applications 2015 VLDB 5.5922571e-05
7,212 NVM: Is it Not Very Meaningful for Databases? 2023 VLDB 5.5690855e-05
7,998 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 5.3935211e-05
8,180 Pasha: An Efficient, Scalable Database Architecture for CXL Pods 2025 CIDR 5.3676609e-05
8,455 DASH: Database Shadowing for Mobile DBMS 2019 VLDB 5.3148581e-05
9,624 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 5.1372533e-05
9,764 Tabular: Efficiently Building Efficient Indexes 2025 VLDB 5.115551e-05
9,886 HiEngine: How to Architect a Cloud-Native Memory-Optimized Database Engine 2022 SIGMOD 5.10323e-05
10,174 CloudJump: Optimizing Cloud Databases for Cloud Storages 2022 VLDB 5.0559291e-05
10,272 MaLT: A Framework for Managing Large Transactions in OceanBase 2025 SIGMOD 5.0356939e-05
11,172 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 4.9605343e-05
11,258 Moving on From Group Commit: Autonomous Commit Enables High Throughput and Low Latency on NVMe SSDs 2025 SIGMOD 4.9605343e-05
12,377 A Study of Sorting Algorithms on Approximate Memory 2016 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

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