Logprompt: Prompt engineering towards zero-shot and interpretable log analysis

Y Liu, S Tao, W Meng, F Yao, X Zhao… - Proceedings of the 2024 …, 2024 - dl.acm.org
Automated log analysis plays a crucial role in software maintenance as it allows for efficient
identification and resolution of issues. However, traditional methods employed in log …

Interpretable online log analysis using large language models with prompt strategies

Y Liu, S Tao, W Meng, J Wang, W Ma, Y Chen… - Proceedings of the …, 2024 - dl.acm.org
Automated log analysis is crucial in modern software-intensive systems for facilitating
program comprehension throughout software maintenance and engineering life cycles …

Multi-source log parsing with pre-trained domain classifier

Y Liu, S Tao, W Meng, J Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Automated log analysis with AI technologies is commonly used in network, system, and
service operation and maintenance to ensure reliability and quality assurance. Log parsing …

Landscape and Taxonomy of Online Parser-Supported Log Anomaly Detection Methods

S Lupton, H Washizaki, N Yoshioka… - IEEE Access, 2024 - ieeexplore.ieee.org
As production system estates become larger and more complex, ensuring stability through
traditional monitoring approaches becomes more challenging. Rule-based monitoring is …