Events are occurrences in specific locations, time, and semantics that nontrivially impact
either our society or the nature, such as earthquakes, civil unrest, system failures …

With the ever-growing complexity and dynamicity of computer systems, proactive fault
management is an effective approach to enhancing availability. Online failure prediction is …

Modern society is increasingly moving toward complex and distributed computing systems.
The increase in scale and complexity of these systems challenges O&M teams that perform …

The importance of event logs, as a source of information in systems and network
management cannot be overemphasized. With the ever increasing size and complexity of …

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

Artificial Intelligence for IT operations (AIOps) aims to combine the power of AI with the big
data generated by IT Operations processes, particularly in cloud infrastructures, to provide …

Context: Logs are often the first and only information available to software engineers to
understand and debug their systems. Automated log-analysis techniques help software …

In modern datacenter networks (DCNs), failures of network devices are the norm rather than
the exception, and many research efforts have focused on dealing with failures after they …

Automation and computer intelligence to support complex human decisions becomes
essential to manage large and distributed systems in the Cloud and IoT era. Understanding …

Message type or message cluster extraction is an important task in the analysis of system
logs in computer networks. Defining these message types automatically facilitates the …