Cover Image

StorageXTuner: An LLM Agent-Driven Automatic Tuning Framework for Heterogeneous Storage Systems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lin, Qi, Zhang, Zhenyu, Thakkar, Viraj, Sun, Zhenjie, Zheng, Mai, Cao, Zhichao
Format:	Preprint
Published:	2025
Subjects:	Databases Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ELMo-Tune-V2: LLM-Assisted Full-Cycle Auto-Tuning to Optimize LSM-Based Key-Value Stores
by: Thakkar, Viraj, et al.
Published: (2025)

LLM and Agent-Driven Data Analysis: A Systematic Approach for Enterprise Applications and System-level Deployment
by: Wang, Xi, et al.
Published: (2025)

O^3-LSM: Maximizing Disaggregated LSM Write Performance via Three-Layer Offloading
by: Lin, Qi, et al.
Published: (2026)

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems
by: Pham, Hoang, et al.
Published: (2025)

Optimization Techniques for Unsupervised Complex Table Reasoning via Self-Training Framework
by: Li, Zhenyu, et al.
Published: (2022)

OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
by: Luo, Yujie, et al.
Published: (2024)

MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization
by: Lu, Jinwei, et al.
Published: (2026)

R-Bot: An LLM-based Query Rewrite System
by: Sun, Zhaoyan, et al.
Published: (2024)

Discovery Agents for Real-Time Analytics: Toward Proactive Insight Systems
by: Rossiello, Gaetano, et al.
Published: (2026)

GaussMaster: An LLM-based Database Copilot System
by: Zhou, Wei, et al.
Published: (2025)

Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
by: Hong, Zijin, et al.
Published: (2024)

NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language
by: Liang, Yuanyuan, et al.
Published: (2024)

$R^3$: "This is My SQL, Are You With Me?" A Consensus-Based Multi-Agent System for Text-to-SQL Tasks
by: Xia, Hanchen, et al.
Published: (2024)

CobbleDB: Modelling Levelled Storage by Composition
by: Ma, Emilie, et al.
Published: (2026)

HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding
by: Jin, Rihui, et al.
Published: (2024)

RSL-SQL: Robust Schema Linking in Text-to-SQL Generation
by: Cao, Zhenbiao, et al.
Published: (2024)

DataLab: A Unified Platform for LLM-Powered Business Intelligence
by: Weng, Luoxuan, et al.
Published: (2024)

FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis
by: Zhang, Chao, et al.
Published: (2024)

Associative Knowledge Graphs for Efficient Sequence Storage and Retrieval
by: Stokłosa, Przemysław, et al.
Published: (2024)

Enabling LLM Knowledge Analysis via Extensive Materialization
by: Hu, Yujia, et al.
Published: (2024)

Database Normalization via Dual-LLM Self-Refinement
by: Jo, Eunjae, et al.
Published: (2025)

An LLM-Based Approach for Insight Generation in Data Analysis
by: Pérez, Alberto Sánchez, et al.
Published: (2025)

From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms
by: Luo, Jinghao, et al.
Published: (2026)

Making Prompts First-Class Citizens for Adaptive LLM Pipelines
by: Cetintemel, Ugur, et al.
Published: (2025)

LLM-assisted Knowledge Graph Engineering: Experiments with ChatGPT
by: Meyer, Lars-Peter, et al.
Published: (2023)

Graph Query Generation with Constraint-guided Large Language Agents
by: Wang, Mengying, et al.
Published: (2026)

PersonalHomeBench: Evaluating Agents in Personalized Smart Homes
by: Bharadwaj, Manasa, et al.
Published: (2026)

Beyond Single-Modal Analytics: A Framework for Integrating Heterogeneous LLM-Based Query Systems for Multi-Modal Data
by: Li, Ruyu, et al.
Published: (2026)

Beyond Linear LLM Invocation: An Efficient and Effective Semantic Filter Paradigm
by: Hou, Nan, et al.
Published: (2026)

SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM Synergy
by: Zhang, Tingkai, et al.
Published: (2024)

Play by the Type Rules: Inferring Constraints for LLM Functions in Declarative Programs
by: Glenn, Parker, et al.
Published: (2025)

Taxonomy Inference for Tabular Data Using Large Language Models
by: Wu, Zhenyu, et al.
Published: (2025)

ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects
by: Zhang, Jipeng, et al.
Published: (2025)

LR-SQL: A Supervised Fine-Tuning Method for Text2SQL Tasks under Low-Resource Scenarios
by: Wuzhenghong, Wen, et al.
Published: (2024)

NL2SQLBench: A Modular Benchmarking Framework for LLM-Enabled NL2SQL Solutions
by: Hou, Shizheng, et al.
Published: (2026)

Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs
by: Abdallah, Hussein, et al.
Published: (2026)

A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge
by: Ma, Le, et al.
Published: (2023)

A System and Benchmark for LLM-based Q&A on Heterogeneous Data
by: Fokoue, Achille, et al.
Published: (2024)

Towards Question Answering over Large Semi-structured Tables
by: Wang, Yuxiang, et al.
Published: (2025)

AskDB: An LLM Agent for Natural Language Interaction with Relational Databases
by: Phan, Xuan-Quang, et al.
Published: (2025)