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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
0.00017040424
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 0.00022932099
400 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019124757
753 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00014232329
817 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB 0.00013685662
1,139 Query Processing on Smart SSDs: Opportunities and Challenges 2013 SIGMOD 0.0001185547
1,422 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010720711
1,506 BF-Tree: Approximate Tree Indexing 2014 VLDB 0.00010448376
1,665 SkimpyStash: RAM Space Skimpy Key-Value Store on Flash-based Storage 2011 SIGMOD 9.9368451e-05
1,891 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 9.4233024e-05
2,664 Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores 2020 SIGMOD 8.1532061e-05
2,713 LazyFTL: A Page-level Flash Translation Layer Optimized for NAND Flash Memory 2011 SIGMOD 8.0994073e-05
2,788 Lethe: A Tunable Delete-Aware LSM Engine 2020 SIGMOD 8.0114055e-05
2,841 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.9470586e-05
3,374 A Hybrid B+-tree as Solution for In-Memory Indexing on CPU-GPU Heterogeneous Computing Platforms 2016 SIGMOD 7.3606793e-05
3,795 B+-tree Index Optimization by Exploiting Internal Parallelism of Flash-based Solid State Drives 2012 VLDB 7.0144802e-05
4,121 On Performance Stability in LSM-based Storage Systems 2020 VLDB 6.7915554e-05
4,875 Design Tradeoffs of Data Access Methods 2016 SIGMOD 6.3699172e-05
4,990 Optimizing Databases by Learning Hidden Parameters of Solid State Drives 2020 VLDB 6.3233984e-05
6,832 When Database Meets New Storage Devices: Understanding and Exposing Performance Mismatches via Configurations 2023 VLDB 5.6672214e-05
7,297 Hyper: A High-Performance and Memory-Efficient Learned Index via Hybrid Construction 2024 SIGMOD 5.5609237e-05
7,394 GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices 2016 SIGMOD 5.5347771e-05
7,677 Towards Cost-Effective Storage Provisioning for DBMSs 2012 VLDB 5.4746904e-05
8,422 Lightweight Indexing of Observational Data in Log-Structured Storage 2014 VLDB 5.3324909e-05
8,619 Limousine: Blending Learned and Classical Indexes to Self-Design Larger-than-Memory Cloud Storage Engines 2024 SIGMOD 5.3001199e-05
9,715 Disco: A Compact Index for LSM-trees 2025 SIGMOD 5.1347559e-05
11,956 Learning Algorithms for Automatic Data Structure Design 2021 SIGMOD 4.9769913e-05
12,412 A Secure Search Engine for the Personal Cloud 2015 SIGMOD 4.9769913e-05
12,458 A Scalable Search Engine for Mass Storage Smart Objects 2015 VLDB 4.9769913e-05
12,513 When Data Management Systems Meet Approximate Hardware: Challenges and Opportunities 2014 VLDB 4.9769913e-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
500 Design of Flash-Based DBMS: An In-Page Logging Approach 2007 SIGMOD 0.00017285624
570 A Case for Flash Memory SSD in Enterprise Database Applications 2008 SIGMOD 0.00016218388
816 Design, Implementation, and Performance of the LHAM Log-Structured History Data Access Method 1998 VLDB 0.00013686255
968 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.00012793641
982 Lazy-Adaptive Tree: An Optimized Index Structure for Flash Devices 2009 VLDB 0.00012712097
1,124 FlashLogging: Exploiting Flash Devices for Synchronous Logging Performance 2009 SIGMOD 0.00011923526
1,334 uFLIP: Understanding Flash IO Patterns 2009 CIDR 0.00010992028
1,485 Query Processing Techniques for Solid State Drives 2009 SIGMOD 0.00010531092
1,757 Write-Optimized B-Trees 2004 VLDB 9.7107503e-05
2,433 A Novel Index Supporting High Volume Data Warehouse Insertions 1999 VLDB 8.4740186e-05
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