Learned LSM-trees: Two Approaches Using Learned Bloom Filters

Nicholas Fidalgo, Puyuan Ye

Modern key-value stores rely heavily on Log-Structured Merge (LSM) trees for write optimization, but this design introduces significant read amplification. Auxiliary structures lik…