论文阅读笔记

kv databases

• Optimizing Space Amplification in RocksDB, 2017
• Evolution of Development Priorities in Key-value Stores Serving Large-scale Applications: The RocksDB Experience, 2021 a slightly more detailed version
• WiscKey: Separating Keys from Values in SSD-Conscious Storage, 2016

Further readings

• Pipelined Compaction for the LSM-tree, 2014
• HashKV: Enabling Efficient Updates in KV Storage via Hashing, 2018
• Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging, 2018, video
• Accordion: better memory organization for LSM key-value stores, 2018, HBase Memory Improvement
• LDC: A Lower-Level Driven Compaction Method to Optimize SSD-Oriented Key-Value Stores, 2019
• Characterizing, Modeling, and Benchmarking RocksDB Key-Value Workloads at Facebook, 2020