LLMTune: Accelerate Database Knob Tuning with Large Language Models

X Huang, H Li, J Zhang, X Zhao, Z Yao, Y Li… - arXiv preprint arXiv …, 2024 - arxiv.org
Database knob tuning is a critical challenge in the database community, aiming to optimize
knob values to enhance database performance for specific workloads. DBMS often feature …

Automatic Configuration Tuning on Cloud Database: A Survey

L Zhang, MA Babar - arXiv preprint arXiv:2404.06043, 2024 - arxiv.org
Faced with the challenges of big data, modern cloud database management systems are
designed to efficiently store, organize, and retrieve data, supporting optimal performance …