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20242026
most citedE2ETune: End-to-End Knob Tuning via Fine-tuned Generative Language Model

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cs.DB2026

DiagDBench: Evaluating Agentic LLMs on Interactive Database Diagnosis and Anomaly Remediation

Xinxin Zhao, Rong Kang, Tieying Zhang +3

Database diagnosis and anomaly remediation are essential to reliable database management system (DBMS) operation. Despite advances in large language model (LLM)-based database agen…

cs.DB2025

LLMIA: An Out-of-the-Box Index Advisor via In-Context Learning with LLMs

Xinxin Zhao, Xinmei Huang, Haoyang Li +7

Index recommendation is crucial for optimizing database performance. However, existing heuristic- and learning-based methods often rely on inefficient exhaustive search and estimat…