User-facing services are now evolving towards the microservice architecture where a
service is built by connecting multiple microservice stages. Since the entire service is heavy …

Most cloud applications use a large number of smaller sub-components (called
microservices) that interact with each other in the form of a complex graph to provide the …

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

Microservice architectures have become the lifeblood of modern service-oriented software
systems. Remote Procedure Calls (RPCs) among microservices are deeply nested …

To mitigate climate change, we must reduce carbon emissions from hyperscale cloud
computing. We find that cloud compute servers cause the majority of emissions in a general …

When deploying microservices in production clusters, it is critical to automatically scale
containers to improve cluster utilization and ensure service level agreements (SLA) …

Fault diagnosis is critical in many domains, as faults may lead to safety threats or economic
losses. In the field of online service systems, operators rely on enormous monitoring data to …

The microservice architecture is a novel paradigm for building and operating distributed
applications in many organizations. This paradigm changes many aspects of how distributed …

Fault localization is challenging in an online service system due to its monitoring data's large
volume and variety and complex dependencies across/within its components (eg, services …

Multi-stage serverless applications, ie, workflows with many computation and I/O stages, are
becoming increasingly representative of FaaS platforms. Despite their advantages in terms …