From Logs to Lessons: An Exploration of LLM-based Log Summarization for Debugging Automotive Software
Open Access
- 13 April 2026
- conference paper
- Published by Association for Computing Machinery (ACM)
- p. 163-174
Abstract
No abstract availableKeywords
Funding Information
- Software Center (Project 68)
This publication has 29 references indexed in Scilit:
- BugBlitz-AI: An Intelligent QA Assistant2024
- Automated Program Repair in the Era of Large Pre-trained Language Models2023
- Evaluating Large Language Models on Medical Evidence SummarizationmedRxiv, 2023
- Landscape of Automated Log Analysis: A Systematic Literature Review and Mapping StudyIEEE Access, 2022
- Mining Historical Test Logs to Predict Bugs and Localize Faults in the Test Logs2019
- LogLens: A Real-Time Log Analysis System2018
- Diagnosing the root-causes of failures from cluster log files2010
- Guidelines for conducting and reporting case study research in software engineeringEmpirical Software Engineering, 2008
- Testing using log file analysis: tools, methods, and issues2002
- Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research1988