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Tree Indexing on Solid State Drives

Summary: FD-tree adapts logarithmic-method trees and fractional cascading to SSD write asymmetry: a small B+-tree absorbs random updates, then merges them into sequentially written sorted runs. It achieves O(log_B n) sequential-update and random-search I/Os, outperforming competing B+-tree variants overall. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
hf30bddbb12021550
Venue
VLDB
Year
2010
Pagerank
0.00017044842
Overall Rank
513 | 96.56%
DOI
10.14778/1920841.1920991

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{li_vldb10,
        title = {{Tree Indexing on Solid State Drives}},
        author = {Li, Yinan and He, Bingsheng and Yang, Robin Jun and Luo, Qiong and Yi, Ke},
        journal = {PVLDB},
        series = {{VLDB} '10},
        volume = {3},
        number = {1},
        pages = {1195--1206},
        doi = {10.14778/1920841.1920991},
        url = {https://doi.org/10.14778/1920841.1920991},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 29 of 29 citing papers.

Rank Citing Paper Year Venue Pagerank
258 bLSM: A General Purpose Log Structured Merge Tree 2012 SIGMOD 0.00022939599
400 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019129175
754 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00014236015
816 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB 0.00013687311
1,139 Query Processing on Smart SSDs: Opportunities and Challenges 2013 SIGMOD 0.00011860667
1,422 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010725538
1,510 BF-Tree: Approximate Tree Indexing 2014 VLDB 0.00010438563
1,665 SkimpyStash: RAM Space Skimpy Key-Value Store on Flash-based Storage 2011 SIGMOD 9.9384098e-05
1,889 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 9.4273689e-05
2,664 Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores 2020 SIGMOD 8.1569551e-05
2,713 LazyFTL: A Page-level Flash Translation Layer Optimized for NAND Flash Memory 2011 SIGMOD 8.103154e-05
2,788 Lethe: A Tunable Delete-Aware LSM Engine 2020 SIGMOD 8.0133966e-05
2,839 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.9506131e-05
3,375 A Hybrid B+-tree as Solution for In-Memory Indexing on CPU-GPU Heterogeneous Computing Platforms 2016 SIGMOD 7.3608441e-05
3,800 B+-tree Index Optimization by Exploiting Internal Parallelism of Flash-based Solid State Drives 2012 VLDB 7.0153652e-05
4,121 On Performance Stability in LSM-based Storage Systems 2020 VLDB 6.7946812e-05
4,885 Design Tradeoffs of Data Access Methods 2016 SIGMOD 6.3706825e-05
4,987 Optimizing Databases by Learning Hidden Parameters of Solid State Drives 2020 VLDB 6.3263932e-05
6,827 When Database Meets New Storage Devices: Understanding and Exposing Performance Mismatches via Configurations 2023 VLDB 5.6699055e-05
7,392 GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices 2016 SIGMOD 5.537378e-05
7,535 Hyper: A High-Performance and Memory-Efficient Learned Index via Hybrid Construction 2024 SIGMOD 5.5003117e-05
7,671 Towards Cost-Effective Storage Provisioning for DBMSs 2012 VLDB 5.4772833e-05
8,472 Lightweight Indexing of Observational Data in Log-Structured Storage 2014 VLDB 5.3349102e-05
8,620 Limousine: Blending Learned and Classical Indexes to Self-Design Larger-than-Memory Cloud Storage Engines 2024 SIGMOD 5.301557e-05
9,710 Disco: A Compact Index for LSM-trees 2025 SIGMOD 5.1371878e-05
11,950 Learning Algorithms for Automatic Data Structure Design 2021 SIGMOD 4.9793485e-05
12,406 A Secure Search Engine for the Personal Cloud 2015 SIGMOD 4.9793485e-05
12,452 A Scalable Search Engine for Mass Storage Smart Objects 2015 VLDB 4.9793485e-05
12,507 When Data Management Systems Meet Approximate Hardware: Challenges and Opportunities 2014 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank Cited Paper Year Venue Pagerank
499 Design of Flash-Based DBMS: An In-Page Logging Approach 2007 SIGMOD 0.0001729286
570 A Case for Flash Memory SSD in Enterprise Database Applications 2008 SIGMOD 0.00016224945
815 Design, Implementation, and Performance of the LHAM Log-Structured History Data Access Method 1998 VLDB 0.00013689839
966 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.0001279879
981 Lazy-Adaptive Tree: An Optimized Index Structure for Flash Devices 2009 VLDB 0.00012716964
1,125 FlashLogging: Exploiting Flash Devices for Synchronous Logging Performance 2009 SIGMOD 0.00011926907
1,333 uFLIP: Understanding Flash IO Patterns 2009 CIDR 0.00010996088
1,484 Query Processing Techniques for Solid State Drives 2009 SIGMOD 0.00010535051
1,757 Write-Optimized B-Trees 2004 VLDB 9.7131504e-05
2,431 A Novel Index Supporting High Volume Data Warehouse Insertions 1999 VLDB 8.4776498e-05
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