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20212026
most citedWhy Database Manuals Are Not Enough: Efficient and Reliable Configuration Tuning for DBMSs via Code-Driven LLM Agents

3 citations · 5 across the 16 of their papers we have counts for

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Showing 2024Show all

5 papers · 1 filter

cs.CL2024

Joint Knowledge Editing for Information Enrichment and Probability Promotion

Wenhang Shi, Yiren Chen, Shuqing Bian +5

Knowledge stored in large language models requires timely updates to reflect the dynamic nature of real-world information. To update the knowledge, most knowledge editing methods f…

cs.DB2024

GeoTP: Latency-aware Geo-Distributed Transaction Processing in Database Middlewares (Extended Version)

Qiyu Zhuang, Xinyue Shi, Shuang Liu +6

The widespread adoption of database middleware for supporting distributed transaction processing is prevalent in numerous applications, with heterogeneous data sources deployed acr…

cs.DB2024

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…

cs.LG2024

A Two-Phase Recall-and-Select Framework for Fast Model Selection

Jianwei Cui, Wenhang Shi, Honglin Tao +2

As the ubiquity of deep learning in various machine learning applications has amplified, a proliferation of neural network models has been trained and shared on public model reposi…

cs.DC2024

Lion: Minimizing Distributed Transactions through Adaptive Replica Provision (Extended Version)

Qiushi Zheng, Zhanhao Zhao, Wei Lu +4

Distributed transaction processing often involves multiple rounds of cross-node communications, and therefore tends to be slow. To improve performance, existing approaches convert…