Machine learning methods for reliable resource provisioning in edge-cloud computing: A survey

TL Duc, RG Leiva, P Casari, PO Östberg - ACM Computing Surveys …, 2019 - dl.acm.org
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 …

Placement of microservices-based IoT applications in fog computing: A taxonomy and future directions

S Pallewatta, V Kostakos, R Buyya - ACM Computing Surveys, 2023 - dl.acm.org
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 …

Delay-aware microservice coordination in mobile edge computing: A reinforcement learning approach

S Wang, Y Guo, N Zhang, P Yang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
As an emerging service architecture, microservice enables decomposition of a monolithic
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 …

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 …

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 …

An online framework for joint network selection and service placement in mobile edge computing

B Gao, Z Zhou, F Liu, F Xu, B Li - IEEE Transactions on Mobile …, 2021 - ieeexplore.ieee.org
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 …

Layer aware microservice placement and request scheduling at the edge

L Gu, D Zeng, J Hu, B Li, H ** - IEEE INFOCOM 2021-IEEE …, 2021 - ieeexplore.ieee.org
Container-based microservice has emerged as a promising technique in promoting edge
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

Z Li, H **, D Zou, B Yuan - IEEE Transactions on Parallel and …, 2019 - ieeexplore.ieee.org
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 …

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 …