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SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data

Summary: SlimDB: a space-efficient KV store for semi-sorted data; targets reduced read/write amplification in LSM-tree-based backends. 2-3x faster than LevelDB/RocksDB, less memory for metadata indices, and lower tail read latency on SSDs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h6831b908bdf2b711
Venue
VLDB
Year
2017
Pagerank
0.00013685662
Overall Rank
817 | 94.52%
DOI
10.14778/3130515.3130521
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{ren_vldb17,
        title = {{SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data}},
        author = {Ren, Kai and Zheng, Qing and Arulraj, Joy and Gibson, Garth},
        journal = {PVLDB},
        series = {{VLDB} '17},
        volume = {10},
        number = {13},
        pages = {2037--2050},
        doi = {10.14778/3130515.3130521},
        url = {https://doi.org/10.14778/3130515.3130521},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 46 of 46 citing papers.

Rank Citing Paper Year Venue Pagerank
753 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00014232329
1,313 X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing 2019 SIGMOD 0.00011055196
1,422 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010720711
1,891 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 9.4233024e-05
1,982 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 9.2570284e-05
2,638 Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation 2025 SIGMOD 8.1800556e-05
2,664 Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores 2020 SIGMOD 8.1532061e-05
2,771 Constructing and Analyzing the LSM Compaction Design Space 2021 VLDB 8.0338932e-05
2,868 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 7.9205462e-05
3,233 TreeLine: An Update-In-Place Key-Value Store for Modern Storage 2023 VLDB 7.5008192e-05
3,525 Key-Value Storage Engines 2020 SIGMOD 7.2293566e-05
3,683 SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy 2023 SIGMOD 7.0996633e-05
4,121 On Performance Stability in LSM-based Storage Systems 2020 VLDB 6.7915554e-05
4,500 PQCache: Product Quantization-based KVCache for Long Context LLM Inference 2025 SIGMOD 6.573164e-05
4,755 Cuckoo Index: A Lightweight Secondary Index Structure 2020 VLDB 6.4309508e-05
5,022 Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems 2021 VLDB 6.309271e-05
5,041 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 6.2998284e-05
5,084 InfiniFilter: Expanding Filters to Infinity and Beyond 2023 SIGMOD 6.2824822e-05
5,250 Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty 2022 VLDB 6.2092552e-05
6,121 LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR 2024 SIGMOD 5.8779092e-05
6,123 Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads 2023 SIGMOD 5.8771312e-05
6,179 Catalyst: Optimizing Cache Management for Large In-memory Key-value Systems 2023 VLDB 5.8576036e-05
6,195 Prefix Filter: Practically and Theoretically Better Than Bloom 2022 VLDB 5.8528165e-05
6,242 Toward a Better Understanding and Evaluation of Tree Structures on Flash SSDs 2021 VLDB 5.8358009e-05
6,549 Memento Filter: A Fast, Dynamic, and Robust Range Filter 2024 SIGMOD 5.7482274e-05
7,362 Optimizing Collections of Bloom Filters within a Space Budget 2024 VLDB 5.540567e-05
7,909 CAMAL: Optimizing LSM-trees via Active Learning 2024 SIGMOD 5.4266123e-05
7,944 Aleph Filter: To Infinity in Constant Time 2024 VLDB 5.4193905e-05
8,228 ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads 2026 VLDB 5.3734043e-05
8,326 How to Grow an LSM-tree? Towards Bridging the Gap Between Theory and Practice 2025 SIGMOD 5.3522236e-05
8,647 Mnemosyne: Dynamic Workload-Aware BF Tuning via Accurate Statistics in LSM trees 2025 SIGMOD 5.2947307e-05
8,961 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 5.2490978e-05
9,043 ChainKV: A Semantics-Aware Key-Value Store for Ethereum System 2023 SIGMOD 5.2310065e-05
9,064 Aster: Enhancing LSM-structures for Scalable Graph Database 2025 SIGMOD 5.2270607e-05
9,091 MirrorKV: An Efficient Key-Value Store on Hybrid Cloud Storage with Balanced Performance of Compaction and Querying 2023 SIGMOD 5.2258409e-05
9,140 Rethinking The Compaction Policies in LSM-trees 2025 SIGMOD 5.2208299e-05
9,655 Sphinx: A Succinct Perfect Hash Index for x86 2025 VLDB 5.142891e-05
9,705 Experimental Analysis of Large-scale Learnable Vector Storage Compression 2024 VLDB 5.1357625e-05
9,786 NEXT: A New Secondary Index Framework for LSM-based Data Storage 2025 SIGMOD 5.1280785e-05
10,034 LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services 2024 VLDB 5.0901047e-05
10,367 A Multi-tenant Relational OLTP Database at Salesforce 2026 CIDR 4.9769913e-05
10,529 Zeno Filter: To Infinity in Tiny Steps 2026 SIGMOD 4.9769913e-05
10,567 Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs 2026 SIGMOD 4.9769913e-05
10,768 Dynamic read & write optimization with TurtleKV 2026 VLDB 4.9769913e-05
10,865 How Much Can RocksDB Chew? Achieving Near-Zero Write Stalls with Sustainable RocksDB 2026 VLDB 4.9769913e-05
11,592 On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB 2024 VLDB 4.9769913e-05
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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
236 LinkBench: a Database Benchmark Based on the Facebook Social Graph 2013 SIGMOD 0.00023664907
258 bLSM: A General Purpose Log Structured Merge Tree 2012 SIGMOD 0.00022932099
400 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019124757
513 Tree Indexing on Solid State Drives 2010 VLDB 0.00017040424
968 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.00012793641
973 FlashStore: High Throughput Persistent Key-Value Store 2010 VLDB 0.00012755108
1,075 Cache-Oblivious String B-trees 2006 PODS 0.00012157749
1,665 SkimpyStash: RAM Space Skimpy Key-Value Store on Flash-based Storage 2011 SIGMOD 9.9368451e-05
5,783 Walnut: A Unified Cloud Object Store 2012 SIGMOD 5.9944093e-05
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