S Gholamian, PAS Ward - arXiv preprint arXiv:2110.12489, 2021 - arxiv.org
Logs are widely used to record runtime information of software systems, such as the timestamp and the importance of an event, the unique ID of the source of the log, and a part …
Due to the sheer size of software logs, developers rely on automated techniques for log analysis. One of the first and most important steps of automated log analysis is log …
J Xu, Z Cui, Y Zhao, X Zhang, S He, P He, L Li… - Proceedings of the 46th …, 2024 - dl.acm.org
Logging, which aims to determine the position of logging statements, the verbosity levels, and the log messages, is a crucial process for software reliability enhancement. In recent …
Z Ding, H Li, W Shang - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
The textual descriptions in logging statements (ie, logging texts) are printed during system executions and exposed to multiple stakeholders including developers, operators, users …
Developers write logging statements to generate logs that provide run-time information for various tasks. The readability of log messages in the logging statements (ie, the descriptive …
Y Huo, Y Li, Y Su, P He, Z Xie… - 2023 38th IEEE/ACM …, 2023 - ieeexplore.ieee.org
The rapid progress of modern computing systems has led to a growing interest in informative run-time logs. Various log-based anomaly detection techniques have been proposed to …
Developers insert logging statements in the source code to collect important runtime information about software systems. The textual descriptions in logging statements (ie …
Software logging is the practice of recording different events and activities that occur within a software system, which are useful for different activities such as failure prediction and …