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20242026
most citedWhy Database Manuals Are Not Enough: Efficient and Reliable Configuration Tuning for DBMSs via Code-Driven LLM Agents

3 citations · 3 across the 3 of their papers we have counts for

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9 papers · 1 filter

cs.DB2026

From Blind Search to Memory-Aware Evolution: Efficient DBMS Tuning via Collaborative Diagnosis and Utility-Aware Retrieval

Zhaoyan Hong, Yishen Sun, Xinyi Zhang +7

Modern DBMSs expose multiple configurable components (e.g., knobs, query hints, and indexes) that jointly determine query performance. Multi-component tuning is challenging due to…

cs.DB2026

TVA: A Version-aware Temporal Graph Storage System for Real-time Analytics

Wenhao Li, Zhanhao Zhao, Jinhao Dong +4

Analyzing temporal graphs can reveal valuable insights that are typically hidden in static graphs. Unfortunately, existing graph storage systems either lack native temporal support…

cs.DB20263 cited

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

Xinyi Zhang, Tiantian Chen, Zhentao Han +9

Modern database management systems (DBMSs) expose hundreds of configuration knobs that critically influence performance. Existing automated tuning methods either adopt a data-drive…

cs.DB2025

Performant Synchronization in Geo-Distributed Databases

Duling Xu, Tong Li, Zegang Sun +5

The deployment of databases across geographically distributed regions has become increasingly critical for ensuring data reliability and scalability. Recent studies indicate that d…

cs.DB2025

Anomaly Pattern-guided Transaction Bug Testing in Relational Databases

Huicong Xu, Shuang Liu, Xianyu Zhu +3

Concurrent transaction processing is a fundamental capability of Relational Database Management Systems (RDBMSs), widely utilized in applications requiring high levels of parallel…

cs.DB2025

Conformance Testing of Relational DBMS Against SQL Specifications

Shuang Liu, Chenglin Tian, Jun Sun +6

A Relational Database Management System (RDBMS) is one of the fundamental software that supports a wide range of applications, making it critical to identify bugs within these syst…