DBScholar

Back to papers

bLSM: A General Purpose Log Structured Merge Tree

Summary: Introduces bLSM, an LSM-tree blending log-structured and B-tree reads for near-optimal reads and high write performance. Spring-and-gear merge scheduler bounds latency with steady progress; Bloom filters curb lookups and reads stop after first version. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4587
Venue
SIGMOD
Year
2012
Pagerank
0.00022630189
Overall Rank
275 | 98.12%
DOI
10.1145/2213836.2213862

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{sears_sigmod12,
        title = {{bLSM: A General Purpose Log Structured Merge Tree}},
        author = {Sears, Russell and Ramakrishnan, Raghu},
        series = {{SIGMOD} '12},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2213836.2213862},
        url = {https://dl.acm.org/doi/10.1145/2213836.2213862},
        year = {2012}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 62 citing papers.

Rank Citing Paper Year Venue Pagerank
446 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00018332392
472 Optimizing Space Amplification in RocksDB 2017 CIDR 0.000179044
831 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00013748512
857 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB 0.00013568886
880 SuRF: Practical Range Query Filtering with Fast Succinct Tries 2018 SIGMOD 0.00013432693
1,347 X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing 2019 SIGMOD 0.00011073571
1,461 LLAMA: A Cache/Storage Subsystem for Modern Hardware 2013 VLDB 0.00010703712
1,502 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010557694
1,559 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.00010362456
1,580 Compaction management in distributed key-value datastores 2015 VLDB 0.00010299919
1,749 PaxosStore: High-availability Storage Made Practical in WeChat 2017 VLDB 9.8395185e-05
1,874 Storage Management in AsterixDB 2014 VLDB 9.5750002e-05
1,942 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 9.4451535e-05
1,954 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 9.4208165e-05
1,975 Morton Filters: Faster, Space-Efficient Cuckoo Filters via Biasing, Compression, and Decoupled Logical Sparsity 2018 VLDB 9.3645236e-05
2,698 Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores 2020 SIGMOD 8.2450522e-05
2,755 Lethe: A Tunable Delete-Aware LSM Engine 2020 SIGMOD 8.163097e-05
2,805 LogBase: A Scalable Log-structured Database System in the Cloud 2012 VLDB 8.1044134e-05
2,906 Optimizing Optimistic Concurrency Control for Tree-Structured, Log-Structured Databases 2015 SIGMOD 7.9741374e-05
2,970 Accordion: Better Memory Organization for LSM Key-Value Stores 2018 VLDB 7.9122212e-05
3,005 Constructing and Analyzing the LSM Compaction Design Space 2021 VLDB 7.8608206e-05
3,054 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 7.8090808e-05
3,517 LittleTable: A Time-Series Database and Its Uses 2017 SIGMOD 7.3523997e-05
3,758 Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store 2021 SIGMOD 7.1471346e-05
3,802 Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines 2020 VLDB 7.1115502e-05
3,808 Making Updates Disk-I/O Friendly Using SSDs 2013 VLDB 7.1083217e-05
4,262 On Performance Stability in LSM-based Storage Systems 2020 VLDB 6.7965035e-05
4,826 Design Tradeoffs of Data Access Methods 2016 SIGMOD 6.4904836e-05
4,960 InfiniFilter: Expanding Filters to Infinity and Beyond 2023 SIGMOD 6.4280133e-05
4,993 Key-Value Storage Engines 2020 SIGMOD 6.4096682e-05
5,226 Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems 2021 VLDB 6.3090383e-05
5,229 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 6.307514e-05
5,261 Oasis: An Optimal Disjoint Segmented Learned Range Filter 2024 VLDB 6.2955539e-05
5,775 Walnut: A Unified Cloud Object Store 2012 SIGMOD 6.0923066e-05
6,086 Plush: A Write-Optimized Persistent Log-Structured Hash-Table 2022 VLDB 5.9817424e-05
6,139 Toward a Better Understanding and Evaluation of Tree Structures on Flash SSDs 2021 VLDB 5.9638351e-05
6,429 Just-In-Time Data Structures 2015 CIDR 5.8805678e-05
6,512 FineLine: Log-structured Transactional Storage and Recovery 2018 VLDB 5.8563029e-05
6,529 ArkDB: A Key-Value Engine for Scalable Cloud Storage Services 2021 SIGMOD 5.8501325e-05
6,539 Prefix Filter: Practically and Theoretically Better Than Bloom 2022 VLDB 5.8473945e-05
6,843 Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads 2023 SIGMOD 5.7573899e-05
7,208 TimeUnion: An Efficient Architecture with Unified Data Model for Timeseries Management Systems on Hybrid Cloud Storage 2022 SIGMOD 5.6727339e-05
7,459 Efficient Data Ingestion and Query Processing for LSM-Based Storage Systems 2019 VLDB 5.6119467e-05
7,757 CAMAL: Optimizing LSM-trees via Active Learning 2024 SIGMOD 5.5508469e-05
7,821 Concurrent Log-Structured Memory for Many-Core Key-Value Stores 2018 VLDB 5.5373067e-05
8,156 How to Grow an LSM-tree? Towards Bridging the Gap Between Theory and Practice 2025 SIGMOD 5.4765648e-05
8,304 Lightweight Indexing of Observational Data in Log-Structured Storage 2014 VLDB 5.4571356e-05
8,360 SA-LSM: Optimize Data Layout for LSM-tree Based Storage using Survival Analysis 2022 VLDB 5.4444442e-05
8,413 Conditional Cuckoo Filters 2021 SIGMOD 5.4306049e-05
8,475 Mnemosyne: Dynamic Workload-Aware BF Tuning via Accurate Statistics in LSM trees 2025 SIGMOD 5.4171036e-05
Previous Page 1 / 2 Next

Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

Rank Cited Paper Year Venue Pagerank
47 PNUTS: Yahoo!'s Hosted Data Serving Platform 2008 VLDB 0.00044503718
512 Tree Indexing on Solid State Drives 2010 VLDB 0.00017196795
789 Don't Thrash: How to Cache Your Hash on Flash 2012 VLDB 0.0001401724
807 Design, Implementation, and Performance of the LHAM Log-Structured History Data Access Method 1998 VLDB 0.00013884448
1,112 Cache-Oblivious String B-trees 2006 PODS 0.00012125766
1,324 Apache Hadoop Goes Realtime at Facebook 2011 SIGMOD 0.00011149314
2,843 Rose: Compressed, log-structured replication 2008 VLDB 8.0617003e-05
5,180 Segment-Based Recovery: Write-ahead logging revisited 2009 VLDB 6.3293877e-05
5,775 Walnut: A Unified Cloud Object Store 2012 SIGMOD 6.0923066e-05
Previous Page 1 / 1 Next

Semantically Similar Papers