Accurate and Interpretable Log-Based Fault Diagnosis using Large Language Models

IF 5.8 2区计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS

IEEE Transactions on Services Computing Pub Date : 2025-08-15 DOI:10.1109/tsc.2025.3599494

Yongqian Sun, Shiyu Ma, Tong Xiao, Yongxin Zhao, Xuhui Cai, Wei Dong, Yue Shen, Yao Zhao, Shenglin Zhang, Jing Han, Dan Pei

引用次数: 0

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基于大语言模型的准确和可解释的日志故障诊断

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

IEEE Transactions on Services Computing COMPUTER SCIENCE, INFORMATION SYSTEMS-COMPUTER SCIENCE, SOFTWARE ENGINEERING

CiteScore

11.50

自引率

6.20%

发文量

278

审稿时长

>12 weeks

期刊介绍： IEEE Transactions on Services Computing encompasses the computing and software aspects of the science and technology of services innovation research and development. It places emphasis on algorithmic, mathematical, statistical, and computational methods central to services computing. Topics covered include Service Oriented Architecture, Web Services, Business Process Integration, Solution Performance Management, and Services Operations and Management. The transactions address mathematical foundations, security, privacy, agreement, contract, discovery, negotiation, collaboration, and quality of service for web services. It also covers areas like composite web service creation, business and scientific applications, standards, utility models, business process modeling, integration, collaboration, and more in the realm of Services Computing.