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Key-Value Storage Engines

Summary: Survey of KV storage engines: core structures, memory hierarchy, caching, concurrency, updates, and mixed OLAP/OLTP workloads. Introduces a unified modeling framework and a first descriptive language to compare designs; notes AI-era challenges (neural nets, graphs, data versioning). (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5831
Venue
SIGMOD
Year
2020
Pagerank
5.5711707e-05
Overall Rank
5,313 | 63.08%
DOI
10.1145/3318464.3383133

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank Citing Paper Year Venue Pagerank
2,797 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 8.1116755e-05
3,614 SNARF: A Learning-Enhanced Range Filter 2022 VLDB 6.9124805e-05
3,797 Constructing and Analyzing the LSM Compaction Design Space 2021 VLDB 6.7552936e-05
4,227 Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine 2022 VLDB 6.3381409e-05
4,836 Proteus: A Self-Designing Range Filter 2022 SIGMOD 5.8849277e-05
5,801 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 5.3217858e-05
8,426 Time Series Representation for Visualization in Apache IoTDB 2024 SIGMOD 4.5098472e-05
8,624 Limousine: Blending Learned and Classical Indexes to Self-Design Larger-than-Memory Cloud Storage Engines 2024 SIGMOD 4.4786127e-05
8,717 Entropy-Learned Hashing: Constant Time Hashing with Controllable Uniformity 2022 SIGMOD 4.4566937e-05
10,182 Making LSM-Tree-based Key-Value Store Practical and Efficient for Multi-Tenant Serverless Cloud Databases 2026 SIGMOD 4.1905499e-05
10,287 Garnet: A Next-Generation Cache-Store for Accelerating Applications and Services 2026 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 32 of 32 cited papers.

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

Rank Cited Paper Year Venue Pagerank
167 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00039408116
183 Automatic Database Management System Tuning Through Large-scale Machine Learning 2017 SIGMOD 0.00036859633
281 LinkBench: a Database Benchmark Based on the Facebook Social Graph 2013 SIGMOD 0.00029084275
379 bLSM: A General Purpose Log Structured Merge Tree 2012 SIGMOD 0.00024954332
407 Database Cracking 2007 CIDR 0.00023941779
568 Optimizing Space Amplification in RocksDB 2017 CIDR 0.00019932335
608 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019233548
892 Faster: A Concurrent Key-Value Store with In-Place Updates 2018 SIGMOD 0.00015522869
1,169 SuRF: Practical Range Query Filtering with Fast Succinct Tries 2018 SIGMOD 0.00013530267
1,309 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00012655712
1,368 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB 0.0001235708
1,697 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010859294
1,801 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010485628
2,003 Data Morphing: An Adaptive, Cache-Conscious Storage Technique 2003 VLDB 9.8198787e-05
2,112 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 9.5244583e-05
2,153 The Data Calculator*: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models 2018 SIGMOD 9.418541e-05
2,167 Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation 2015 SIGMOD 9.3879598e-05
2,231 Self-organizing Tuple Reconstruction in Column-stores 2009 SIGMOD 9.2367968e-05
2,414 Towards a One Size Fits All Database Architecture 2011 CIDR 8.8572378e-05
2,528 Pregelix: Big(ger) Graph Analytics on A Dataflow Engine 2015 VLDB 8.5953347e-05
2,606 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 8.4621503e-05
2,919 Brainwash: A Data System for Feature Engineering 2013 CIDR 7.9017482e-05
2,979 The Uncracked Pieces in Database Cracking 2014 VLDB 7.7833926e-05
4,751 Indexing for Interactive Exploration of Big Data Series 2014 SIGMOD 5.9411478e-05
5,156 Coconut: A Scalable Bottom-Up Approach for Building Data Series Indexes 2018 VLDB 5.6534878e-05
5,367 LogKV: Exploiting Key-Value Stores for Event Log Processing 2013 CIDR 5.5461097e-05
5,378 Holistic Indexing in Main-memory Column-stores 2015 SIGMOD 5.5379945e-05
6,201 Concurrency Control for Adaptive Indexing 2012 VLDB 5.1559919e-05
6,708 Just-In-Time Data Structures 2015 CIDR 4.948865e-05
7,173 Coconut Palm: Static and Streaming Data Series Exploration Now in your Palm 2019 SIGMOD 4.8068454e-05
7,467 GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices 2016 SIGMOD 4.7174456e-05
7,825 Main Memory Adaptive Denormalization 2016 SIGMOD 4.6388245e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
1,957 Compaction management in distributed key-value datastores 2015 VLDB 9.961151e-05
5,801 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 5.3217858e-05
5,433 Enabling Low Tail Latency on Multicore Key-Value Stores 2020 VLDB 5.5086304e-05
3,560 Solving Big Data Challenges for Enterprise Application Performance Management 2012 VLDB 6.9705279e-05
10,779 From FASTER to F2: Evolving Concurrent Key-Value Store Designs for Large Skewed Workloads 2025 VLDB 4.1905499e-05
5,118 Design Tradeoffs of Data Access Methods 2016 SIGMOD 5.6781464e-05
4,639 Fast Scans on Key-Value Stores 2017 VLDB 6.0229334e-05
2,606 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 8.4621503e-05
6,440 From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive Systems 2019 SIGMOD 5.0546781e-05
11,573 From Worst-Case to Average-Case Analysis: Accurate Latency Predictions for Key-Value Storage Engines 2020 SIGMOD 4.1905499e-05