AI-enabled secure microservices in edge computing: Opportunities and challenges

F Al-Doghman, N Moustafa, I Khalil… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The paradigm of edge computing has formed an innovative scope within the domain of the
Internet of Things (IoT) through expanding the services of the cloud to the network edge to …

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 …

Multi-oriented scene text detection via corner localization and region segmentation

P Lyu, C Yao, W Wu, S Yan… - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
Previous deep learning based state-of-the-art scene text detection methods can be roughly
classified into two categories. The first category treats scene text as a type of general objects …

Adaptive resource efficient microservice deployment in cloud-edge continuum

K Fu, W Zhang, Q Chen, D Zeng… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
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 …

Optimal application deployment in resource constrained distributed edges

S Deng, Z **ang, J Taheri… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
The dramatically increasing of mobile applications make it convenient for users to complete
complex tasks on their mobile devices. However, the latency brought by unstable wireless …

A decentralized framework for serverless edge computing in the internet of things

C Cicconetti, M Conti… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Serverless computing is becoming widely adopted among cloud providers, thus making
increasingly popular the Function-as-a-Service (FaaS) programming model, where the …

A novel directional and non-local-convergent particle swarm optimization based workflow scheduling in cloud–edge environment

Y **e, Y Zhu, Y Wang, Y Cheng, R Xu, AS Sani… - Future Generation …, 2019 - Elsevier
With the increasing popularity of Internet of Things (IoT), edge computing has become the
key driving force to provide computing resources, storage and network services closer to the …

Microservices-based IoT application placement within heterogeneous and resource constrained fog computing environments

S Pallewatta, V Kostakos, R Buyya - Proceedings of the 12th IEEE/ACM …, 2019 - dl.acm.org
Fog computing paradigm has created innovation opportunities within Internet of Things (IoT)
domain by extending cloud services to the edge of the network. Due to the distributed …

Evaluating IoT service composition mechanisms for the scalability of IoT systems

D Arellanes, KK Lau - Future Generation Computer Systems, 2020 - Elsevier
Abstract The Internet of Things (IoT) is an emerging paradigm where practically every
(physical and virtual) thing will be interconnected through innovative distributed services …

Towards cost-effective and robust AI microservice deployment in edge computing environments

C Wu, Q Peng, Y **a, Y **, Z Hu - Future Generation Computer Systems, 2023 - Elsevier
As a newly emerged promising computing paradigm, Multi-access Edge Computing (MEC)
is capable of energizing massive Internet-of-Things (IoT) devices around us and novel …