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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
0.0001556755
Overall Rank
614 | 95.88%
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
502 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.00017250534
542 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.0001665543
636 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015360975
864 Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems 2015 SIGMOD 0.00013391824
1,282 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011210073
1,334 TicToc: Time Traveling Optimistic Concurrency Control 2016 SIGMOD 0.00010995094
1,359 Dash: Scalable Hashing on Persistent Memory 2020 VLDB 0.00010919021
1,437 Write-Behind Logging 2017 VLDB 0.0001065408
2,379 NVRAM-aware Logging in Transaction Systems 2015 VLDB 8.5478851e-05
2,401 REWIND: Recovery Write-Ahead System for In-Memory Non-Volatile Data-Structures 2015 VLDB 8.5193267e-05
2,742 Evaluating Persistent Memory Range Indexes 2020 VLDB 8.0681227e-05
2,951 Constant Time Recovery in Azure SQL Database 2019 VLDB 7.8166642e-05
2,998 Instant Recovery for Main-Memory Databases 2015 CIDR 7.7688331e-05
3,006 Query Fresh: Log Shipping on Steroids 2018 VLDB 7.7609084e-05
3,467 Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases 2016 SIGMOD 7.2777606e-05
3,496 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 7.2557397e-05
3,826 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 6.9984204e-05
4,243 The Art of Latency Hiding in Modern Database Engines 2024 VLDB 6.7069789e-05
4,516 Persistent Memory Hash Indexes: An Experimental Evaluation 2021 VLDB 6.5646895e-05
4,685 Enabling Low Tail Latency on Multicore Key-Value Stores 2020 VLDB 6.4713469e-05
4,848 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 6.3818116e-05
4,912 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 6.3578361e-05
4,934 Data Management in Non-Volatile Memory 2015 SIGMOD 6.3472693e-05
5,113 Fast Failure Recovery for Main-Memory DBMSs on Multicores 2017 SIGMOD 6.2682514e-05
5,360 LeanStore: A High-Performance Storage Engine for NVMe SSDs 2024 VLDB 6.1614422e-05
5,704 Long-lived Transactions Made Less Harmful 2020 SIGMOD 6.030002e-05
6,072 Halo: A Hybrid PMem-DRAM Persistent Hash Index with Fast Recovery 2022 SIGMOD 5.8954394e-05
6,163 Taurus: Lightweight Parallel Logging for In-Memory Database Management Systems 2021 VLDB 5.8643447e-05
6,329 Scalable Database Logging for Multicores 2018 VLDB 5.8129197e-05
6,494 FineLine: Log-structured Transactional Storage and Recovery 2018 VLDB 5.7659228e-05
6,835 Skeena: Efficient and Consistent Cross-Engine Transactions 2022 SIGMOD 5.6684174e-05
6,877 Evaluating Persistent Memory Range Indexes: Part Two 2022 VLDB 5.6581603e-05
6,885 Border-Collie: A Wait-free, Read-optimal Algorithm for Database Logging on Multicore Hardware 2019 SIGMOD 5.6560837e-05
6,891 X-SSD: A Storage System with Native Support for Database Logging and Replication 2022 SIGMOD 5.6543315e-05
6,959 Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems 2022 VLDB 5.633832e-05
7,005 Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory 2021 VLDB 5.6236238e-05
7,056 SQLite Optimization with Phase Change Memory for Mobile Applications 2015 VLDB 5.6114131e-05
7,192 NVM: Is it Not Very Meaningful for Databases? 2023 VLDB 5.5902078e-05
8,156 Pasha: An Efficient, Scalable Database Architecture for CXL Pods 2025 CIDR 5.3880193e-05
8,341 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 5.3517356e-05
8,430 DASH: Database Shadowing for Mobile DBMS 2019 VLDB 5.3350162e-05
9,590 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 5.1567377e-05
9,727 Tabular: Efficiently Building Efficient Indexes 2025 VLDB 5.1349531e-05
9,842 HiEngine: How to Architect a Cloud-Native Memory-Optimized Database Engine 2022 SIGMOD 5.1225854e-05
10,133 CloudJump: Optimizing Cloud Databases for Cloud Storages 2022 VLDB 5.0751052e-05
10,234 MaLT: A Framework for Managing Large Transactions in OceanBase 2025 SIGMOD 5.0547931e-05
11,102 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 4.9793485e-05
11,190 Moving on From Group Commit: Autonomous Commit Enables High Throughput and Low Latency on NVMe SSDs 2025 SIGMOD 4.9793485e-05
12,328 A Study of Sorting Algorithms on Approximate Memory 2016 SIGMOD 4.9793485e-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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