To ensure the performance of online service systems, their status is closely monitored with
various software and system metrics. Performance anomalies represent the performance …

Ensuring the reliability of cloud systems is critical for both cloud vendors and customers.
Cloud systems often rely on virtualization techniques to create instances of hardware …

Performance issues permeate large-scale cloud service systems, which can lead to huge
revenue losses. To ensure reliable performance, it's essential to accurately identify and …

Abstract Artificial Intelligence for IT Operations (AIOps) leverages AI approaches to handle
the massive amount of data generated during the operations of software systems. Prior …

We have aspired as a green and intelligent future, where humans, the built environment,
and the nature are interconnected as a cyber-physical system. To such an Internet of Things …

Upon receiving a new issue report, practitioners start by investigating the defect type, the
potential fixing effort needed to resolve the defect and the change impact. Moreover, issue …

Featured Application This method addresses the problem of predicting anomaly data in
software runtime. The proposed method utilizes multiple time windows to choose models …

Alerts are crucial for requesting prompt human intervention upon cloud anomalies. The
quality of alerts significantly affects the cloud reliability and the cloud provider's business …

Machine learning (ML) classification techniques from various libraries have been widely
introduced into software engineering (SE) to mine instructive insights, which help …

In recent years, the need for analytics on large volumes of data has become increasingly
important. It turns out to be extremely useful in making strategic decisions about different …