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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
11152
Venue
VLDB
Year
2014
Pagerank
0.00015853456
Overall Rank
603 | 95.87%
DOI
10.14778/2732951.2732959

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
491 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.00017575163
537 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.00016931517
655 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015263509
841 Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems 2015 SIGMOD 0.00013677356
1,258 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011438197
1,325 TicToc: Time Traveling Optimistic Concurrency Control 2016 SIGMOD 0.00011147309
1,368 Dash: Scalable Hashing on Persistent Memory 2020 VLDB 0.00011003184
1,480 Write-Behind Logging 2017 VLDB 0.00010649376
2,338 NVRAM-aware Logging in Transaction Systems 2015 VLDB 8.7254375e-05
2,371 REWIND: Recovery Write-Ahead System for In-Memory Non-Volatile Data-Structures 2015 VLDB 8.6793374e-05
2,707 Evaluating Persistent Memory Range Indexes 2020 VLDB 8.2279594e-05
2,924 Constant Time Recovery in Azure SQL Database 2019 VLDB 7.9562091e-05
2,951 Instant Recovery for Main-Memory Databases 2015 CIDR 7.9260674e-05
3,088 Query Fresh: Log Shipping on Steroids 2018 VLDB 7.7694381e-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
3,761 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 7.1450129e-05
4,440 The Art of Latency Hiding in Modern Database Engines 2024 VLDB 6.7049797e-05
4,682 Persistent Memory Hash Indexes: An Experimental Evaluation 2021 VLDB 6.5651164e-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
4,873 Data Management in Non-Volatile Memory 2015 SIGMOD 6.4694503e-05
4,888 Enabling Low Tail Latency on Multicore Key-Value Stores 2020 VLDB 6.4609843e-05
5,024 Fast Failure Recovery for Main-Memory DBMSs on Multicores 2017 SIGMOD 6.3977285e-05
5,825 Long-lived Transactions Made Less Harmful 2020 SIGMOD 6.0747201e-05
6,265 Scalable Database Logging for Multicores 2018 VLDB 5.9356364e-05
6,397 Halo: A Hybrid PMem-DRAM Persistent Hash Index with Fast Recovery 2022 SIGMOD 5.8869998e-05
6,498 LeanStore: A High-Performance Storage Engine for NVMe SSDs 2024 VLDB 5.861854e-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
6,724 Skeena: Efficient and Consistent Cross-Engine Transactions 2022 SIGMOD 5.7924267e-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
6,949 SQLite Optimization with Phase Change Memory for Mobile Applications 2015 VLDB 5.7306218e-05
7,046 NVM: Is it Not Very Meaningful for Databases? 2023 VLDB 5.7185159e-05
7,184 Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems 2022 VLDB 5.6785094e-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
8,381 Pasha: An Efficient, Scalable Database Architecture for CXL Pods 2025 CIDR 5.4377136e-05
9,409 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 5.2750967e-05
9,547 Tabular: Efficiently Building Efficient Indexes 2025 VLDB 5.2528121e-05
9,667 HiEngine: How to Architect a Cloud-Native Memory-Optimized Database Engine 2022 SIGMOD 5.2401605e-05
9,950 CloudJump: Optimizing Cloud Databases for Cloud Storages 2022 VLDB 5.1915905e-05
10,659 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 5.093636e-05
10,693 MaLT: A Framework for Managing Large Transactions in OceanBase 2025 SIGMOD 5.093636e-05
10,770 Moving on From Group Commit: Autonomous Commit Enables High Throughput and Low Latency on NVMe SSDs 2025 SIGMOD 5.093636e-05
12,033 A Study of Sorting Algorithms on Approximate Memory 2016 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

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

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