Ghent University Academic Bibliography

Feather : lightweight container alternatives for deploying workloads in the edge

Tom Goethals (UGent) , Maxim De Clercq, Merlijn Sebrechts (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2024) Proceedings of the 14th International Conference on Cloud Computing and Services Science (CLOSER 2024). p.1-11

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A1
open access

Revisiting edge AI : opportunities and challenges

Tobias Meuser, Lauri Loven, Monowar Bhuyan, Shishir G. Patil, Schahram Dustdar, Atakan Aral, Suzan Bayhan, Christian Becker, Eyal de Lara, Aaron Yi Ding, et al.

(2024) IEEE INTERNET COMPUTING. 28(4). p.49-59

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A1
open access

Warrens : decentralized connectionless tunnels for edge container networks

Tom Goethals (UGent) , Mays Al-Naday, Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2024) IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. 21(4). p.4282-4296

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open access

Hybrid Edge-Cloud Models for Bearing Failure Detection in a Fleet of Machines

Sam Leroux (UGent) and Pieter Simoens (UGent)

(2024) ELECTRONICS. 13(24).

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OASEES : an innovative scope for a DAO-based programmable swarm solution, for decentralizing AI applications close to data generation locations

Ioannis P. Chochliouros, Michail Alexandros Kourtis, George Xilouris, Wouter Tavernier (UGent) , Enrique Areizaga Sanchez, Margarita Anastassova, Christian Bolzmacher, Nikolay Tcholtchev, Antonello Corsi, Panagiotis Trakadas, et al.

(2023) ARTIFICIAL INTELLIGENCE APPLICATIONS AND INNOVATIONS. AIAI 2023 IFIP WG 12.5 INTERNATIONAL WORKSHOPS. In IFIP Advances in Information and Communication Technology 677. p.91-105

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A1
open access

Hardware-aware mobile building block evaluation for computer vision

Maxim Bonnaerens (UGent) , Matthias Freiberger (UGent) , Marian Verhelst and Joni Dambre (UGent)

(2022) APPLIED SCIENCES-BASEL. 12(24).

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A geometric approach to real-time quality of experience prediction in volatile edge networks

Tom Goethals (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2022) 2022 18TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT (CNSM 2022) : INTELLIGENT MANAGEMENT OF DISRUPTIVE NETWORK TECHNOLOGIES AND SERVICES. In International Conference on Network and Service Management p.170-176

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A1
open access

Extending Kubernetes clusters to low-resource edge devices using virtual Kubelets

Tom Goethals (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2022) IEEE TRANSACTIONS ON CLOUD COMPUTING. 10(4). p.2623-2636

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A1
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Iterative online 3D reconstruction from RGB images

Thorsten Cardoen (UGent) , Sam Leroux (UGent) and Pieter Simoens (UGent)

(2022) SENSORS. 22(24).

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Automated training of location-specific edge models for traffic counting

Sam Leroux (UGent) , Bo Li and Pieter Simoens (UGent)

(2022) COMPUTERS & ELECTRICAL ENGINEERING. 99.

Academic Bibliography

Feather : lightweight container alternatives for deploying workloads in the edge

Revisiting edge AI : opportunities and challenges

Warrens : decentralized connectionless tunnels for edge container networks

Hybrid Edge-Cloud Models for Bearing Failure Detection in a Fleet of Machines

OASEES : an innovative scope for a DAO-based programmable swarm solution, for decentralizing AI applications close to data generation locations

Hardware-aware mobile building block evaluation for computer vision

A geometric approach to real-time quality of experience prediction in volatile edge networks

Extending Kubernetes clusters to low-resource edge devices using virtual Kubelets

Iterative online 3D reconstruction from RGB images

Automated training of location-specific edge models for traffic counting

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