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 …

Logs, being run-time information automatically generated by software, record system events
and activities with their timestamps. Before obtaining more insights into the run-time status of …

The process of log parsing, which converts log messages into structured formats, is a crucial
step for various log analysis tasks. Although numerous log parsers have been proposed …

Log data is pivotal in activities like anomaly detection and failure diagnosis in the automated
maintenance of software systems. Due to their unstructured format, log parsing is often …

The use of automated methods for log analysis is unavoidable in any large company;
therefore, it has attracted attention from engineers and researchers. As a result, the number …

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 …

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 …

Logs contain valuable information about the runtime behaviors of software systems. Thus,
practitioners rely on logs for various tasks such as debugging, system comprehension, and …

Log parsing transforms log messages into structured formats, serving as the prerequisite
step for various log analysis tasks. Although a variety of log parsing approaches have been …

To alleviate the burden of software maintenance, bug localization, which aims to
automatically locate the buggy source files based on the bug report, has drawn significant …