Enabling and Leveraging AI in the Intelligent Edge: A Review of Current Trends and Future Directions

Autor: Tom Goethals, Bruno Volckaert, Filip De Turck

Publikováno v: IEEE Open Journal of the Communications Society, Vol 2, Pp 2311-2341 (2021)

The use of AI on Smart applications and in the organization of the network edge presents a rapidly advancing research field, with a great variety of challenges and opportunities. This article aims to provide a holistic review of studies from 2019 to

Externí odkaz: https://doaj.org/article/e468023cda164a639c49de06e059d2ca

Extending Kubernetes Clusters to Low-Resource Edge Devices Using Virtual Kubelets

Autor: Bruno Volckaert, Tom Goethals, Filip DeTurck

Publikováno v: IEEE TRANSACTIONS ON CLOUD COMPUTING

In recent years, containers have gained popularity as a lightweight virtualization technology. This rise in popularity has gone hand in hand with the adoption of microservice architectures, mostly thanks to the scalable, ethereal, and isolated nature

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ef2f6e8f07e363e2748749a868455578
https://doi.org/10.1109/tcc.2020.3033807

Intent-based Decentralized Orchestration for Green Energy-aware Provisioning of Fog-native Workflows

Autor: Mays AL-Naday, Tom Goethals, Bruno Volckaert

Publikováno v: 2022 18th International Conference on Network and Service Management (CNSM).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::01dcec94c5cd09ee001e8820e3bcade4
https://doi.org/10.23919/cnsm55787.2022.9964993

Near real-time optimization of fog service placement for responsive edge computing

Autor: Filip De Turck, Bruno Volckaert, Tom Goethals

Publikováno v: Journal of Cloud Computing: Advances, Systems and Applications, Vol 9, Iss 1, Pp 1-17 (2020)
JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS

In recent years, computing workloads have shifted from the cloud to the fog, and IoT devices are becoming powerful enough to run containerized services. While the combination of IoT devices and fog computing has many advantages, such as increased eff

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::734414092019b9a20e7dc0b860068b58
http://link.springer.com/article/10.1186/s13677-020-00180-z

Live Demonstration of a Highly Scalable Fog Service Orchestrator

Autor: Filip De Turck, Bruno Volckaert, Tom Goethals

Publikováno v: NetSoft

In recent years, computing workloads have shifted from the cloud to the fog and edge, as IoT devices are becoming powerful enough to run containerized services. While the fog and edge computing can increase energy efficiency, reduce network traffic a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::1afe2921c6e193140c71560add36e7ee
https://doi.org/10.1109/netsoft51509.2021.9492682