Logs are semi-structured text generated by logging statements in software source code. In
recent decades, software logs have become imperative in the reliability assurance …

Logs have been an imperative resource to ensure the reliability and continuity of many
software systems, especially large-scale distributed systems. They faithfully record runtime …

Logs are widely used by large and complex software-intensive systems for troubleshooting.
There have been a lot of studies on log-based anomaly detection. To detect the anomalies …

With the growth of software systems, logs have become an important data to aid system
maintenance. Log-based anomaly detection is one of the most important methods for such …

Logs are imperative in the development and maintenance process of many software
systems. They record detailed runtime information that allows developers and support …

Logs, which record valuable system runtime information, have been widely employed in
Web service management by service providers and users. A typical log analysis based Web …

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 …

Anomaly detection plays an important role in management of modern large-scale distributed
systems. Logs, which record system runtime information, are widely used for anomaly …

Logs play an important role in the maintenance of large-scale online service systems. When
an online service fails, engineers need to examine recorded logs to gain insights into the …

Logs, which record runtime information of modern systems, are widely utilized by developers
(and operators) in system development and maintenance. Due to the ever-increasing size of …