Machine learning methods for reliable resource provisioning in edge-cloud computing: A survey
Large-scale software systems are currently designed as distributed entities and deployed in
cloud data centers. To overcome the limitations inherent to this type of deployment …
cloud data centers. To overcome the limitations inherent to this type of deployment …
Placement of microservices-based IoT applications in fog computing: A taxonomy and future directions
The Fog computing paradigm utilises distributed, heterogeneous and resource-constrained
devices at the edge of the network for efficient deployment of latency-critical and bandwidth …
devices at the edge of the network for efficient deployment of latency-critical and bandwidth …
Delay-aware microservice coordination in mobile edge computing: A reinforcement learning approach
As an emerging service architecture, microservice enables decomposition of a monolithic
web service into a set of independent lightweight services which can be executed …
web service into a set of independent lightweight services which can be executed …
Dyme: Dynamic Microservice Scheduling in Edge Computing Enabled IoT
A Samanta, J Tang - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
In recent years, the rapid development of mobile edge computing (MEC) provides an
efficient execution platform at the edge for Internet-of-Things (IoT) applications …
efficient execution platform at the edge for Internet-of-Things (IoT) applications …
Elastic scheduling for microservice applications in clouds
S Wang, Z Ding, C Jiang - IEEE Transactions on Parallel and …, 2020 - ieeexplore.ieee.org
Microservices are widely used for flexible software development. Recently, containers have
become the preferred deployment technology for microservices because of fast start-up and …
become the preferred deployment technology for microservices because of fast start-up and …
Fifer: Tackling resource underutilization in the serverless era
JR Gunasekaran, P Thinakaran… - Proceedings of the 21st …, 2020 - dl.acm.org
Datacenters are witnessing a rapid surge in the adoption of serverless functions for
microservices-based applications. A vast majority of these microservices typically span less …
microservices-based applications. A vast majority of these microservices typically span less …
An online framework for joint network selection and service placement in mobile edge computing
With the rapid development and deployment of 5G wireless technology, mobile edge
computing (MEC) has emerged as a new computing paradigm to facilitate a large variety of …
computing (MEC) has emerged as a new computing paradigm to facilitate a large variety of …
Layer aware microservice placement and request scheduling at the edge
Container-based microservice has emerged as a promising technique in promoting edge
computing elasticity. At the runtime, microservices, encapsulated in form of container …
computing elasticity. At the runtime, microservices, encapsulated in form of container …
Exploring new opportunities to defeat low-rate DDoS attack in container-based cloud environment
DDoS attacks are rampant in cloud environments and continually evolve into more
sophisticated and intelligent modalities, such as low-rate DDoS attacks. But meanwhile, the …
sophisticated and intelligent modalities, such as low-rate DDoS attacks. But meanwhile, the …
Kubernetes-oriented microservice placement with dynamic resource allocation
Z Ding, S Wang, C Jiang - IEEE Transactions on Cloud …, 2022 - ieeexplore.ieee.org
Microservices and Kubernetes are widely used in the development and operations of cloud-
native applications. By providing automated placement and scaling, Kubernetes has …
native applications. By providing automated placement and scaling, Kubernetes has …