Large-scale cloud systems play a pivotal role in modern IT infrastructure. However, incidents
occurring within these systems can lead to service disruptions and adversely affect user …

Detecting failures and identifying their root causes promptly and accurately is crucial for
ensuring the availability of microservice systems. A typical failure troubleshooting pipeline …

In large-scale online service systems, the occurrence of software changes is inevitable and
frequent. Despite rigorous pre-deployment testing practices, the presence of defective …

Modern cloud services are prone to failures due to their complex architecture, making
diagnosis a critical process. Site Reliability Engineers (SREs) spend hours leveraging …

Microservice architecture has become a popular architecture adopted by many cloud
applications. However, identifying the root cause of a failure in microservice systems is still a …

Microservice-based systems often suffer from reliability issues due to their intricate
interactions and expanding scale. With the rapid growth of observability techniques, various …

The use of microservice architecture is gaining popularity in the development of web
applications. However, identifying the root cause of a failure can be challenging due to the …

Microservice is a widely-adopted architecture for constructing cloud-native applications. To
test application resiliency, chaos engineering is widely used to inject faults proactively in …

Microservice architecture has become a popular architecture adopted by many cloud
applications. However, identifying the root cause of a failure in microservice systems is still a …

With the development of cloud-native technologies, microservice-based software systems
face challenges in accurately localizing root causes when failures occur. Additionally, the …