The high complexity and dynamics of the microservice architecture make its application
diagnosis extremely challenging. Static troubleshooting approaches may fail to obtain …

Microservice architectures bring many benefits, eg, faster delivery, improved scalability, and
greater autonomy, so they are widely adopted to develop and operate Internet-based …

This paper presents a self-adaptive root cause diagnosis framework, named MS-Rank, to
analyze multiple metrics collected from micro-service architecture. MS-Rank decomposes …

Driven by the emerging business models (eg, digital sales) and IT technologies (eg, DevOps
and Cloud computing), the architecture of software is shifting from monolithic to microservice …

More and more developers and companies have adopted the concept of microservice.
Detecting anomalies and locating root causes are important for improving the reliability of …

Microservice architecture has emerged as a popular pattern for developing large-scale
applications for its benefits of flexibility, scalability, and agility. However, the large number of …

With the advantages of flexible scalability and fast delivery, microservice has become a
popular software architecture in the modern IT industry. However, the explosion in the …

The complexity and dynamism of microservices pose significant challenges to system
reliability, and thereby, automated troubleshooting is crucial. Effective root cause localization …

Availability issues of industrial microservice systems (eg, drop of successfully placed orders
and processed transactions) directly affect the running of the business. These issues are …

Microservice architecture is applied by an increasing number of systems because of its
benefits on delivery, scalability, and autonomy. It is essential but challenging to localize root …