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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
11702
Venue
VLDB
Year
2017
Pagerank
0.00013568886
Overall Rank
857 | 94.13%
DOI
10.14778/3130515.3130521

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 44 of 44 citing papers.

Rank Citing Paper Year Venue Pagerank
831 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00013748512
1,347 X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing 2019 SIGMOD 0.00011073571
1,502 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010557694
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
2,698 Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores 2020 SIGMOD 8.2450522e-05
2,816 Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation 2025 SIGMOD 8.0959781e-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
3,535 TreeLine: An Update-In-Place Key-Value Store for Modern Storage 2023 VLDB 7.3333933e-05
3,773 SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy 2023 SIGMOD 7.1384476e-05
4,262 On Performance Stability in LSM-based Storage Systems 2020 VLDB 6.7965035e-05
4,430 PQCache: Product Quantization-based KVCache for Long Context LLM Inference 2025 SIGMOD 6.7091071e-05
4,782 Cuckoo Index: A Lightweight Secondary Index Structure 2020 VLDB 6.5115802e-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
5,766 Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty 2022 VLDB 6.094771e-05
6,139 Toward a Better Understanding and Evaluation of Tree Structures on Flash SSDs 2021 VLDB 5.9638351e-05
6,416 Memento Filter: A Fast, Dynamic, and Robust Range Filter 2024 SIGMOD 5.8829474e-05
6,456 LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR 2024 SIGMOD 5.8741786e-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
7,263 Catalyst: Optimizing Cache Management for Large In-memory Key-value Systems 2023 VLDB 5.6611756e-05
7,469 Optimizing Collections of Bloom Filters within a Space Budget 2024 VLDB 5.609743e-05
7,757 CAMAL: Optimizing LSM-trees via Active Learning 2024 SIGMOD 5.5508469e-05
7,776 Aleph Filter: To Infinity in Constant Time 2024 VLDB 5.5464036e-05
8,156 How to Grow an LSM-tree? Towards Bridging the Gap Between Theory and Practice 2025 SIGMOD 5.4765648e-05
8,475 Mnemosyne: Dynamic Workload-Aware BF Tuning via Accurate Statistics in LSM trees 2025 SIGMOD 5.4171036e-05
8,799 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 5.369237e-05
8,811 ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads 2026 VLDB 5.3652966e-05
8,875 ChainKV: A Semantics-Aware Key-Value Store for Ethereum System 2023 SIGMOD 5.3536045e-05
8,896 Aster: Enhancing LSM-structures for Scalable Graph Database 2025 SIGMOD 5.3495662e-05
8,919 MirrorKV: An Efficient Key-Value Store on Hybrid Cloud Storage with Balanced Performance of Compaction and Querying 2023 SIGMOD 5.3483178e-05
9,457 Rethinking The Compaction Policies in LSM-trees 2025 SIGMOD 5.2642945e-05
9,467 Sphinx: A Succinct Perfect Hash Index for x86 2025 VLDB 5.2634238e-05
9,520 Experimental Analysis of Large-scale Learnable Vector Storage Compression 2024 VLDB 5.2561283e-05
9,970 NEXT: A New Secondary Index Framework for LSM-based Data Storage 2025 SIGMOD 5.1845938e-05
10,134 A Multi-tenant Relational OLTP Database at Salesforce 2026 CIDR 5.093636e-05
10,307 Zeno Filter: To Infinity in Tiny Steps 2026 SIGMOD 5.093636e-05
10,355 Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs 2026 SIGMOD 5.093636e-05
11,257 On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB 2024 VLDB 5.093636e-05
11,281 LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services 2024 VLDB 5.093636e-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
232 LinkBench: a Database Benchmark Based on the Facebook Social Graph 2013 SIGMOD 0.00023830978
275 bLSM: A General Purpose Log Structured Merge Tree 2012 SIGMOD 0.00022630189
446 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00018332392
512 Tree Indexing on Solid State Drives 2010 VLDB 0.00017196795
967 FlashStore: High Throughput Persistent Key-Value Store 2010 VLDB 0.0001291715
981 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.0001284025
1,112 Cache-Oblivious String B-trees 2006 PODS 0.00012125766
1,677 SkimpyStash: RAM Space Skimpy Key-Value Store on Flash-based Storage 2011 SIGMOD 0.00010032149
5,775 Walnut: A Unified Cloud Object Store 2012 SIGMOD 6.0923066e-05
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