Modern information and communication systems have become increasingly challenging to
manage. The ubiquitous system logs contain plentiful information and are thus widely …

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 …

Using the k‐nearest neighbor (kNN) algorithm in the supervised learning method to detect
anomalies can get more accurate results. However, when using kNN algorithm to detect …

A log is a text message that is generated in various services, frameworks, and programs.
The majority of log data mining tasks rely on log parsing as the first step, which transforms …

The Internet of Things (IoT) is a network of billions of interconnected devices embedded with
sensors, software, and communication technologies. Wi-Fi is one of the main wireless …

Software logs, generated during the runtime of software systems, are essential for various
development and analysis activities, such as anomaly detection and failure diagnosis …

In the era of rapidly expanding cloud computing centers and large-scale services, analyzing
system logs has become crucial for monitoring the quality of service. With systems …

Logs are descriptions of system events documented and stored in textual form. They are vital
to understanding system behavior by analyzing them. The increasing com-plexity of systems …