Edge intelligence—research opportunities for distributed computing continuum systems

VC Pujol, PK Donta, A Morichetta… - IEEE Internet …, 2023 - ieeexplore.ieee.org
Edge intelligence and, by extension, any distributed computing continuum system will bring
to our future society a plethora of new and useful applications, which will certainly …

A taxonomy and future directions for sustainable cloud computing: 360 degree view

SS Gill, R Buyya - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
The cloud-computing paradigm offers on-demand services over the Internet and supports a
wide variety of applications. With the recent growth of Internet of Things (IoT)--based …

Container security: Issues, challenges, and the road ahead

S Sultan, I Ahmad, T Dimitriou - IEEE access, 2019 - ieeexplore.ieee.org
Containers emerged as a lightweight alternative to virtual machines (VMs) that offer better
microservice architecture support. The value of the container market is expected to reach 2.7 …

Machine learning-based scaling management for kubernetes edge clusters

L Toka, G Dobreff, B Fodor… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Kubernetes, the container orchestrator for cloud-deployed applications, offers automatic
scaling for the application provider in order to meet the ever-changing intensity of …

Serving deep learning models in a serverless platform

V Ishakian, V Muthusamy… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Serverless computing has emerged as a compelling paradigm for the development and
deployment of a wide range of event based cloud applications. At the same time, cloud …

Horizontal and vertical scaling of container-based applications using reinforcement learning

F Rossi, M Nardelli, V Cardellini - 2019 IEEE 12th International …, 2019 - ieeexplore.ieee.org
Software containers are changing the way distributed applications are executed and
managed on cloud computing resources. Interestingly, containers offer the possibility of …

Geo-distributed efficient deployment of containers with kubernetes

F Rossi, V Cardellini, FL Presti, M Nardelli - Computer Communications, 2020 - Elsevier
Software containers are changing the way applications are designed and executed.
Moreover, in the last few years, we see the increasing adoption of container orchestration …

The state‐of‐the‐art in container technologies: Application, orchestration and security

E Casalicchio, S Iannucci - Concurrency and Computation …, 2020 - Wiley Online Library
Containerization is a lightweight virtualization technology enabling the deployment and
execution of distributed applications on cloud, edge/fog, and Internet‐of‐Things platforms …

Adaptive scaling of Kubernetes pods

D Balla, C Simon, M Maliosz - NOMS 2020-2020 IEEE/IFIP …, 2020 - ieeexplore.ieee.org
Scalability is the ability of a resource or an application to be expanded to handle the
increasing demands. One of the most emphasized aspects of cloud computing is the ability …

From monolithic systems to microservices: A comparative study of performance

F Tapia, MÁ Mora, W Fuertes, H Aules, E Flores… - Applied sciences, 2020 - mdpi.com
Currently, organizations face the need to create scalable applications in an agile way that
impacts new forms of production and business organization. The traditional monolithic …