AI for next generation computing: Emerging trends and future directions

SS Gill, M Xu, C Ottaviani, P Patros, R Bahsoon… - Internet of Things, 2022 - Elsevier
Autonomic computing investigates how systems can achieve (user) specified “control”
outcomes on their own, without the intervention of a human operator. Autonomic computing …

Kubernetes scheduling: Taxonomy, ongoing issues and challenges

C Carrión - ACM Computing Surveys, 2022 - dl.acm.org
Continuous integration enables the development of microservices-based applications using
container virtualization technology. Container orchestration systems such as Kubernetes …

Scheduling IoT applications in edge and fog computing environments: A taxonomy and future directions

M Goudarzi, M Palaniswami, R Buyya - ACM Computing Surveys, 2022 - dl.acm.org
Fog computing, as a distributed paradigm, offers cloud-like services at the edge of the
network with low latency and high-access bandwidth to support a diverse range of IoT …

Cloud-native computing: A survey from the perspective of services

S Deng, H Zhao, B Huang, C Zhang… - Proceedings of the …, 2024 - ieeexplore.ieee.org
The development of cloud computing delivery models inspires the emergence of cloud-
native computing. Cloud-native computing, as the most influential development principle for …

Network-aware container placement in cloud-edge kubernetes clusters

A Marchese, O Tomarchio - 2022 22nd IEEE International …, 2022 - ieeexplore.ieee.org
With the diffusion of Fog and Edge Computing paradigms, new application categories have
emerged with specific quality of service requirements, in terms of communication latency …

Matching-based scheduling of asynchronous data processing workflows on the computing continuum

N Mehran, ZN Samani, D Kimovski… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Today's distributed computing infrastructures en-compass complex workflows for real-time
data gathering, transferring, storage, and processing, quickly overwhelming centralized …

Polaris scheduler: SLO-and topology-aware microservices scheduling at the edge

T Pusztai, S Nastic, A Morichetta… - 2022 IEEE/ACM 15th …, 2022 - ieeexplore.ieee.org
The continuous expansion of Edge computing calls for efficient scheduling techniques for
the employed microservices. However, typical container schedulers often fall short when …

Extending the kubernetes platform with network-aware scheduling capabilities

A Marchese, O Tomarchio - International Conference on Service-Oriented …, 2022 - Springer
Kubernetes is today the de-facto standard container orchestration platform for the lifecycle
management of microservices-based applications on Cloud environments. However it is not …

[PDF][PDF] Sophos: A Framework for Application Orchestration in the Cloud-to-Edge Continuum.

A Marchese, O Tomarchio - CLOSER, 2023 - scitepress.org
Orchestrating distributed applications on the Cloud-to-Edge continuum is a challenging task,
because of the continuously varying node computational resources availability and node-to …

A random greedy based design time tool for AI applications component placement and resource selection in computing continua

H Sedghani, F Filippini… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Artificial Intelligence (AI) and Deep Learning (DL) are pervasive today, with applications
spanning from personal assistants to healthcare. Nowadays, the accelerated migration …