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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
0.00013687311
Overall Rank
816 | 94.52%
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 46 of 46 citing papers.

Rank Citing Paper Year Venue Pagerank
754 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00014236015
1,313 X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing 2019 SIGMOD 0.00011060108
1,422 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010725538
1,889 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 9.4273689e-05
1,980 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 9.2595896e-05
2,638 Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation 2025 SIGMOD 8.1839298e-05
2,664 Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores 2020 SIGMOD 8.1569551e-05
2,770 Constructing and Analyzing the LSM Compaction Design Space 2021 VLDB 8.037607e-05
2,868 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 7.9241972e-05
3,232 TreeLine: An Update-In-Place Key-Value Store for Modern Storage 2023 VLDB 7.50343e-05
3,525 Key-Value Storage Engines 2020 SIGMOD 7.2327042e-05
3,680 SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy 2023 SIGMOD 7.1029718e-05
4,121 On Performance Stability in LSM-based Storage Systems 2020 VLDB 6.7946812e-05
4,498 PQCache: Product Quantization-based KVCache for Long Context LLM Inference 2025 SIGMOD 6.5762771e-05
4,756 Cuckoo Index: A Lightweight Secondary Index Structure 2020 VLDB 6.43221e-05
5,018 Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems 2021 VLDB 6.3121723e-05
5,046 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 6.3000825e-05
5,081 InfiniFilter: Expanding Filters to Infinity and Beyond 2023 SIGMOD 6.2854372e-05
5,248 Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty 2022 VLDB 6.211056e-05
6,120 LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR 2024 SIGMOD 5.880693e-05
6,124 Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads 2023 SIGMOD 5.8788211e-05
6,192 Prefix Filter: Practically and Theoretically Better Than Bloom 2022 VLDB 5.8555676e-05
6,238 Toward a Better Understanding and Evaluation of Tree Structures on Flash SSDs 2021 VLDB 5.8385618e-05
6,399 Catalyst: Optimizing Cache Management for Large In-memory Key-value Systems 2023 VLDB 5.798136e-05
6,547 Memento Filter: A Fast, Dynamic, and Robust Range Filter 2024 SIGMOD 5.7509499e-05
7,358 Optimizing Collections of Bloom Filters within a Space Budget 2024 VLDB 5.5431911e-05
7,905 CAMAL: Optimizing LSM-trees via Active Learning 2024 SIGMOD 5.4291824e-05
7,940 Aleph Filter: To Infinity in Constant Time 2024 VLDB 5.4219572e-05
8,221 ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads 2026 VLDB 5.3759492e-05
8,329 How to Grow an LSM-tree? Towards Bridging the Gap Between Theory and Practice 2025 SIGMOD 5.3536854e-05
8,640 Mnemosyne: Dynamic Workload-Aware BF Tuning via Accurate Statistics in LSM trees 2025 SIGMOD 5.2972383e-05
8,953 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 5.2515834e-05
9,035 ChainKV: A Semantics-Aware Key-Value Store for Ethereum System 2023 SIGMOD 5.233484e-05
9,056 Aster: Enhancing LSM-structures for Scalable Graph Database 2025 SIGMOD 5.2295363e-05
9,081 MirrorKV: An Efficient Key-Value Store on Hybrid Cloud Storage with Balanced Performance of Compaction and Querying 2023 SIGMOD 5.2283159e-05
9,130 Rethinking The Compaction Policies in LSM-trees 2025 SIGMOD 5.2233025e-05
9,647 Sphinx: A Succinct Perfect Hash Index for x86 2025 VLDB 5.1453267e-05
9,700 Experimental Analysis of Large-scale Learnable Vector Storage Compression 2024 VLDB 5.1381949e-05
10,029 LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services 2024 VLDB 5.0925155e-05
10,164 NEXT: A New Secondary Index Framework for LSM-based Data Storage 2025 SIGMOD 5.0682654e-05
10,355 A Multi-tenant Relational OLTP Database at Salesforce 2026 CIDR 4.9793485e-05
10,518 Zeno Filter: To Infinity in Tiny Steps 2026 SIGMOD 4.9793485e-05
10,556 Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs 2026 SIGMOD 4.9793485e-05
10,758 Dynamic read & write optimization with TurtleKV 2026 VLDB 4.9793485e-05
10,856 How Much Can RocksDB Chew? Achieving Near-Zero Write Stalls with Sustainable RocksDB 2026 VLDB 4.9793485e-05
11,586 On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB 2024 VLDB 4.9793485e-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 0.00023671522
258 bLSM: A General Purpose Log Structured Merge Tree 2012 SIGMOD 0.00022939599
400 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019129175
513 Tree Indexing on Solid State Drives 2010 VLDB 0.00017044842
966 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.0001279879
974 FlashStore: High Throughput Persistent Key-Value Store 2010 VLDB 0.00012757454
1,074 Cache-Oblivious String B-trees 2006 PODS 0.00012162592
1,665 SkimpyStash: RAM Space Skimpy Key-Value Store on Flash-based Storage 2011 SIGMOD 9.9384098e-05
5,782 Walnut: A Unified Cloud Object Store 2012 SIGMOD 5.9969438e-05
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