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Breathing New Life into An Old Tree: Resolving Logging Dilemma of B+-tree on Modern Computational Storage Drives

Summary: Per-page logging B+-tree splits the monolithic log into many static 4KB per-page logs on computational storage drives with transparent compression, creating overprovisioned, highly-compressible log space to accelerate small-write operations. Recovery skips per-page log scans so latency is independent of total log size; prototype yields up to 625% higher throughput, 19.2 ms recovery, and 0.5–1.6% storage overhead. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13567
Venue
VLDB
Year
2024
Pagerank
5.093636e-05
Overall Rank
11,218 | 23.04%
DOI
10.14778/3626292.3626297

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Authors

BibTeX Citation

@article{huang_vldb24,
        title = {{Breathing New Life into An Old Tree: Resolving Logging Dilemma of B+-tree on Modern Computational Storage Drives}},
        author = {Huang, Kecheng and Shen, Zhaoyan and Shao, Zili and Zhang, Tong and Chen, Feng},
        journal = {PVLDB},
        series = {{VLDB} '24},
        volume = {17},
        number = {2},
        pages = {134--147},
        doi = {10.14778/3626292.3626297},
        url = {https://doi.org/10.14778/3626292.3626297},
        year = {2024}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 24 of 24 cited papers.

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

Rank Cited Paper Year Venue Pagerank
51 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.0004291425
422 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00018732744
948 BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory 2018 VLDB 0.0001303916
1,390 Building a Bw-Tree Takes More Than Just Buzz Words 2018 SIGMOD 0.00010942775
1,461 LLAMA: A Cache/Storage Subsystem for Modern Hardware 2013 VLDB 0.00010703712
1,823 LB+-Trees: Optimizing Persistent Index Performance on 3DXPoint Memory 2020 VLDB 9.6739945e-05
2,212 Sherman: A Write-Optimized Distributed B+Tree Index on Disaggregated Memory 2022 SIGMOD 8.9411432e-05
2,738 Utilization of B-trees with Inserts, Deletes and Modifies 1989 PODS 8.1875737e-05
2,924 Constant Time Recovery in Azure SQL Database 2019 VLDB 7.9562091e-05
3,256 To Lock, Swap, or Elide: On the Interplay of Hardware Transactional Memory and Lock-Free Indexing 2015 VLDB 7.591263e-05
3,535 TreeLine: An Update-In-Place Key-Value Store for Modern Storage 2023 VLDB 7.3333933e-05
3,577 Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine 2022 VLDB 7.2930211e-05
4,763 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 6.519206e-05
4,782 Cuckoo Index: A Lightweight Secondary Index Structure 2020 VLDB 6.5115802e-05
5,232 A.M.B.R.O.S.I.A: Providing Performant Virtual Resiliency for Distributed Applications 2020 VLDB 6.3067852e-05
6,512 FineLine: Log-structured Transactional Storage and Recovery 2018 VLDB 5.8563029e-05
6,651 Progressive Indexes: Indexing for Interactive Data Analysis 2019 VLDB 5.8141997e-05
7,173 CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases 2022 SIGMOD 5.6830655e-05
7,768 The next 50 Years in Database Indexing or: The Case for Automatically Generated Index Structures 2022 VLDB 5.5475685e-05
7,827 Efficient B-tree Based Indexing for Cloud Data Processing 2010 VLDB 5.5361352e-05
7,988 Scalable and Robust Snapshot Isolation for High-Performance Storage Engines 2023 VLDB 5.5113542e-05
8,099 Index Checkpoints for Instant Recovery in In-Memory Database Systems 2022 VLDB 5.4873906e-05
8,963 The Past, Present and Future of Indexing on Persistent Memory 2022 VLDB 5.3435901e-05
9,950 CloudJump: Optimizing Cloud Databases for Cloud Storages 2022 VLDB 5.1915905e-05
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