cross-layer optimization 1database configuration 1performance tuning 1self-tuning 1workload adaptation 1
From the 1 of 27 linked papers with an AI index.
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cs.DB2026
AgenticDB: Self-Evolving Reconfiguration Framework for Database Workloads
Xinyue Yang, Chaozheng Wang, Chen Zheng +2
AgenticDB is a self-evolving framework that automatically diagnoses bottlenecks and reconfigures database and operating system settings to improve workload performance while safely…
cs.DB2025
L2T-Tune:LLM-Guided Hybrid Database Tuning with LHS and TD3
Xinyue Yang, Chen Zheng, Yaoyang Hou +4
Configuration tuning is critical for database performance. Although recent advancements in database tuning have shown promising results in throughput and latency improvement, chall…