18 lines (14 loc) · 1.18 KB

Configuration Studies

Emperical studies of configurations of real-world systems

Configurations of large-scale storage systems
- Revisiting Erasure Codes: A Configuration Perspective (HotStorage'24)
Configurations of local storage stack (file systems, etc.)
- ConfD: Analyzing Configuration Dependencies of File Systems for Fun and Profit (FAST'23)
Configurations of databases
- A Study of Database Performance Sensitivity to Experiment Settings (VLDB'22)

Configuration Tuning

Tuning local storage stack (file systems, etc.)
- Carver: Finding Important Parameters for Storage System Tuning (FAST'20)
- Towards Better Understanding of Black-box Auto-Tuning: A Comparative Analysis for Storage Systems (ATC'18)
Tuning databases/KV stores
- Can Modern LLMs Tune and Configure LSM-based Key-Value Stores? (HotStorage'24)