Sohu Tech Products
Dec 6, 2023 · Databases
GPTuner: LLM-Driven PostgreSQL Knob Tuning
GPTuner, an LLM‑driven system for PostgreSQL knob tuning developed by researchers at Sichuan University, demonstrates that knowledge processing, parameter selection, search‑range optimization, and a two‑stage Bayesian framework each significantly improve performance, while costing roughly 880 000 GPT‑4 tokens (≈ $30) with reusable knowledge.
Database TuningGPTunerLLM
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