Cover Image

Why Database Manuals Are Not Enough: Efficient and Reliable Configuration Tuning for DBMSs via Code-Driven LLM Agents

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Xinyi, Chen, Tiantian, Han, Zhentao, Hong, Zhaoyan, Lu, Wei, Wang, Sheng, Sha, Mo, Wang, Anni, Liu, Shuang, Zhang, Yakun, Li, Feifei, Du, Xiaoyong
Format:	Preprint
Published:	2026
Subjects:	Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Automatic Database Configuration Debugging using Retrieval-Augmented Language Models
by: Chen, Sibei, et al.
Published: (2024)

Rethinking Semantic Collaborative Integration: Why Alignment Is Not Enough
by: Wang, Maolin, et al.
Published: (2026)

EMIT: Micro-Invasive Database Configuration Tuning
by: Geng, Jian, et al.
Published: (2024)

Automatic Configuration Tuning on Cloud Database: A Survey
by: Zhang, Limeng, et al.
Published: (2024)

Anomaly Pattern-guided Transaction Bug Testing in Relational Databases
by: Xu, Huicong, et al.
Published: (2025)

GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization
by: Lao, Jiale, et al.
Published: (2023)

High-Performance DBMSs with io_uring: When and How to use it
by: Jasny, Matthias, et al.
Published: (2025)

BoomHQ: Learning to Boost Multiple Hybrid Queries on Vector DBMSs
by: Qiu, Ermu, et al.
Published: (2026)

Data Formats in Analytical DBMSs: Performance Trade-offs and Future Directions
by: Liu, Chunwei, et al.
Published: (2024)

Testing Question Answering Software with Context-Driven Question Generation
by: Liu, Shuang, et al.
Published: (2025)

Femur: A Flexible Framework for Fast and Secure Querying from Public Key-Value Store
by: Zhang, Jiaoyi, et al.
Published: (2025)

Still Manual? Automated Linter Configuration via DSL-Based LLM Compilation of Coding Standards
by: Zhang, Zejun, et al.
Published: (2026)

Evaluating the Practical Effectiveness of LLM-Driven Index Tuning with Microsoft Database Tuning Advisor
by: Wang, Xiaoying, et al.
Published: (2026)

Towards Reliable Vector Database Management Systems: A Software Testing Roadmap for 2030
by: Wang, Shenao, et al.
Published: (2025)

Recent Advances in Synthesis and Applications of Functional Rare‐Earth Metal‐Organic Frameworks
by: Xiaoyong Zhai, et al.
Published: (2025)

Why Knowing What To Do Is Not Enough
by: Keizer, Anne-Greet, et al.
Published: (2020)

Performant Synchronization in Geo-Distributed Databases
by: Xu, Duling, et al.
Published: (2025)

Contextualized Code Pretraining for Code Generation
by: Liu, Chen, et al.
Published: (2026)

Enhancing High-Quality Code Generation in Large Language Models with Comparative Prefix-Tuning
by: Jiang, Yuan, et al.
Published: (2025)

Interface modification strategy to construct SiC nanowires@pyrolytic carbon reinforcement for carbon fiber composites
by: Xinyi Wan, et al.
Published: (2024)

AeonG: An Efficient Built-in Temporal Support in Graph Databases
by: Hou, Jiamin, et al.
Published: (2023)

AQETuner: Reliable Query-level Configuration Tuning for Analytical Query Engines
by: Chen, Lixiang, et al.
Published: (2025)

Coverage Isn't Enough: SBFL-Driven Insights into Manually Created vs. Automatically Generated Tests
by: Shimizu, Sasara, et al.
Published: (2025)

Computations of $K_2$ for certain $\mathbb{Z}/p^s\mathbb{Z}$-algebras and the extension of Oliver's logarithm
by: Zhang, Yakun
Published: (2025)

A general Mayer-Vietoris sequence in algebraic $K$-theory
by: Zhang, Yakun
Published: (2026)

Explicit $K_2$ of certain quotient rings over $\mathbb{Z}[G]$ for $G$ an elementary abelian $p$-group
by: Zhang, Yakun
Published: (2024)

One Decomposition of $K_2$-Group for Certain Quotients over $\mathbb{Z}[G]$ with $G$ a Finite Abelian $p$-Group
by: Zhang, Yakun
Published: (2026)

Comment on "Quantum trapping and rotational self-alignment in triangular Casimir microcavities"
by: Zhang, Zhentao
Published: (2024)

A short note on model theory of C((t))
by: Zhang, Zhentao
Published: (2025)

Presence of the negative pressure in the quantum vacuum
by: Zhang, Zhentao
Published: (2024)

On definable J-sets
by: Zhang, Zhentao
Published: (2025)

Tangential Casimir force in the misaligned system: Magnetic media, real conductors, and a torque
by: Zhang, Zhentao
Published: (2023)

SimAC: A Simple Anti-Customization Method for Protecting Face Privacy against Text-to-Image Synthesis of Diffusion Models
by: Wang, Feifei, et al.
Published: (2023)

Ultralow Lattice Thermal Conductivity Induced by Quasi-Chain Configuration in Rb2Se3
by: Jia, Tiantian, et al.
Published: (2025)

GeoTP: Latency-aware Geo-Distributed Transaction Processing in Database Middlewares (Extended Version)
by: Zhuang, Qiyu, et al.
Published: (2024)

Is Large Language Model Good at Database Knob Tuning? A Comprehensive Experimental Evaluation
by: Li, Yiyan, et al.
Published: (2024)

Shadows in the Code: Exploring the Risks and Defenses of LLM-based Multi-Agent Software Development Systems
by: Wang, Xiaoqing, et al.
Published: (2025)

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search
by: Xu, Qian, et al.
Published: (2025)

You Don't Need All Attentions: Distributed Dynamic Fine-Tuning for Foundation Models
by: Ding, Shiwei, et al.
Published: (2025)

Spin-Orbit Driven Topological Phases in Kagome Materials
by: Wu, Chi, et al.
Published: (2025)