In the recent years, cloud computing is going though a major transformation throughout its
system stack, from its application to hardware. Its services are increasingly shifting from …

Recently, Kubernetes is widely used to manage and schedule the resources of
microservices in cloud‐native distributed applications, as the most famous container …

Loosely coupled and highly cohesived microservices running in containers are becoming
the new paradigm for application development. Compared with monolithic applications …

Deep learning (DL) has been widely adopted in various domains of artificial intelligence (AI),
achieving dramatic developments in industry and academia. Besides giant AI companies …

Achieving data center resource optimization and QoS guarantee driven by high energy
efficiency has become a research hotspot. However, QoS information directly sampled from …

Deep neural networks (DNNs) are popular in diverse fields such as computer vision and
natural language processing. DNN inference tasks are emerging as a service provided by …

Kubernetes is a popular container orchestration platform designed to simplify the
deployment of containers in a compute cluster. Kubernetes provides a monolithic cluster …

Microservices have revolutionized application deployment in popular cloud platforms,
offering flexible scheduling of loosely-coupled containers and improving operational …

In the past twenty years, the IT industry has moved away from using physical servers for
workload management to workloads consolidated via virtualization and, in the next iteration …

Datacenters are witnessing an increasing trend in adopting microservice-based architecture
for application design, which consists of a combination of different microservices. Typically …