3 papers
cs.PF2026
Characterize LSM-tree Compaction Performance via On-Device LLM Inference
Jiabiao Ding, Yina Lv, Qiao Li +2
Modern key-value storage engines built on Log-Structured Merge-trees (LSM-trees), such as RocksDB and LevelDB, rely heavily on the performance of their compaction operations, which…
cs.AR2026
Device-Level Optimization Techniques for Solid-State Drives: A Survey
Tianyu Ren, Yajuan Du, Jinhua Cui +3
Solid-state drives (SSDs) have revolutionized data storage with their high performance, energy efficiency, and reliability. However, as storage demands grow, SSDs face critical cha…
cs.DB2025
Rethinking LSM-tree based Key-Value Stores: A Survey
Yina Lv, Qiao Li, Quanqing Xu +4
LSM-tree is a widely adopted data structure in modern key-value store systems that optimizes write performance in write-heavy applications by using append writes to achieve sequent…