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Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines

Summary: New logging/recovery design for high-performance storage engines beyond ARIES, enabling incremental checkpoints. Per-thread logging with minimal sync yields scalable performance; LeanStore delivers near in-memory throughput and beats ARIES on OOM workloads. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hac3bf277332bc7dc
Venue
SIGMOD
Year
2020
Pagerank
6.3818116e-05
Overall Rank
4,848 | 67.41%
DOI
10.1145/3318464.3389716

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{haubenschild_sigmod20,
        title = {{Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines}},
        author = {Haubenschild, Michael and Sauer, Caetano and Neumann, Thomas and Leis, Viktor},
        series = {{SIGMOD} '20},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3318464.3389716},
        url = {https://dl.acm.org/doi/10.1145/3318464.3389716},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 23 of 23 citing papers.

Rank Citing Paper Year Venue Pagerank
2,920 What Modern NVMe Storage Can Do, And How To Exploit It: High-Performance I/O for High-Performance Storage Engines 2023 VLDB 7.8540089e-05
3,826 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 6.9984204e-05
4,094 Virtual-Memory Assisted Buffer Management 2023 SIGMOD 6.8103269e-05
5,360 LeanStore: A High-Performance Storage Engine for NVMe SSDs 2024 VLDB 6.1614422e-05
5,483 Plush: A Write-Optimized Persistent Log-Structured Hash-Table 2022 VLDB 6.1103271e-05
6,270 Is Scalable OLTP in the Cloud a Solved Problem? Analyzing Data Access for Distributed OLTP Architectures 2023 CIDR 5.8283805e-05
6,530 Contention and Space Management in B-Trees 2021 CIDR 5.7549598e-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
7,221 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 5.5828002e-05
7,735 Scalable and Robust Snapshot Isolation for High-Performance Storage Engines 2023 VLDB 5.4631389e-05
8,243 Index Checkpoints for Instant Recovery in In-Memory Database Systems 2022 VLDB 5.3701805e-05
8,341 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 5.3517356e-05
8,660 Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory 2022 VLDB 5.2930333e-05
9,870 TimeCloth: Fast Point-in-Time Database Recovery in The Cloud 2024 SIGMOD 5.1176637e-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
10,643 FlashANNS: GPU-Driven Asynchronous I/O Pipelining for Eliminating Storage-Compute Bottlenecks in Billion-Scale Similarity Search 2026 SIGMOD 4.9793485e-05
10,725 How to Write to SSDs 2026 VLDB 4.9793485e-05
10,833 BtrLog: Low-Latency Logging for Cloud Database Systems 2026 VLDB 4.9793485e-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
11,555 Breathing New Life into An Old Tree: Resolving Logging Dilemma of B+-tree on Modern Computational Storage Drives 2024 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 29 of 29 cited papers.

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

Rank Cited Paper Year Venue Pagerank
35 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00048001919
157 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.00028317906
373 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00019711632
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
575 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00016132182
614 Scalable Logging through Emerging Non-Volatile Memory 2014 VLDB 0.0001556755
636 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015360975
728 Anti-Caching: A New Approach to Database Management System Architecture 2013 VLDB 0.00014414001
857 Storage Management in the NVRAM Era 2014 VLDB 0.00013427334
864 Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems 2015 SIGMOD 0.00013391824
964 BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory 2018 VLDB 0.00012810196
1,026 Aether: A Scalable Approach to Logging 2010 VLDB 0.00012423267
1,117 Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia 2013 VLDB 0.00011953704
1,259 Fast Checkpoint Recovery Algorithms for Frequently Consistent Applications 2011 SIGMOD 0.00011297239
1,282 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011210073
1,437 Write-Behind Logging 2017 VLDB 0.0001065408
2,295 In-Memory Performance for Big Data 2015 VLDB 8.6819789e-05
2,378 Low-Overhead Asynchronous Checkpointing in Main-Memory Database Systems 2016 SIGMOD 8.5493291e-05
2,379 NVRAM-aware Logging in Transaction Systems 2015 VLDB 8.5478851e-05
2,877 Exploiting Directly-Attached NVMe Arrays in DBMS 2020 CIDR 7.9181223e-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
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
6,885 Border-Collie: A Wait-free, Read-optimal Algorithm for Database Logging on Multicore Hardware 2019 SIGMOD 5.6560837e-05
9,532 Repeating History Beyond ARIES 1999 VLDB 5.1644268e-05
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