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, 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 …

Logs are widely used in system management for dependability assurance because they are
often the only data available that record detailed system runtime behaviors in production …

Modern software development and operations rely on monitoring to understand how
systems behave in production. The data provided by application logs and runtime …

Event-driven architecture has been widely adopted in the software industry, emerging as an
alternative to modular development to support rapid adaptations of constantly evolving …

As businesses embrace digitization, the Internet of Everything (IoE) begins to take shape
and the Cloud continues to empower new innovations for big data-at the heart, Cloud …

The use of cloud computing brings many new opportunities for companies to deliver
software in a highly-customizable and dynamic way. One such paradigm, Software as a …

Background: Continuous Engineering practices are increasingly adopted in modern
software development. However, a frequently reported need is for more effective methods to …

Summary Software as a Service (SaaS) cloud computing has emerged as an attractive
platform to tackle various problems of the traditional software distribution model, such as the …

System logs constitute a rich source of information for detection and prediction of anomalies.
However, they can include a huge volume of data, which is usually unstructured or …