Ghent University Academic Bibliography

Journal Article
A1
open access

Federated deep Q-learning networks for service-based anomaly detection and classification in edge-to-cloud ecosystems

Mays AL-Naday, Vlad Dobre, Martin Reed, Salman Toor, Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2024) ANNALS OF TELECOMMUNICATIONS.

Service-based federated deep reinforcement learning for anomaly detection in fog ecosystems

Mays AL-Naday, Martin Reed, Vlad Dobre, Salman Toor, Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2023) 2023 26TH CONFERENCE ON INNOVATION IN CLOUDS, INTERNET AND NETWORKS AND WORKSHOPS, ICIN. In International conference on intelligence in next generation networks p.121-128

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Conference Paper
P1
open access

Efficient orchestration of service chains in fog computing for immersive media

José Pedro Pereira dos Santos (UGent) , Jeroen van der Hooft (UGent) , Maria Torres Vega (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2021) PROCEEDINGS OF THE 2021 17TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT (CNSM 2021) : SMART MANAGEMENT FOR FUTURE NETWORKS AND SERVICES. In International Conference on Network and Service Management p.139-145

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Journal Article
A1
open access

Towards end-to-end resource provisioning in Fog Computing over Low Power Wide Area Networks

José Pedro Pereira dos Santos (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2021) JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. 175.

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Journal Article
A1
open access

Self-organizing fog support services for responsive edge computing

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

(2021) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 29(2).

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Live demonstration of a highly scalable fog service orchestrator

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

(2021) PROCEEDINGS OF THE 2021 IEEE 7TH INTERNATIONAL CONFERENCE ON NETWORK SOFTWARIZATION (NETSOFT 2021) : ACCELERATING NETWORK SOFTWARIZATION IN THE COGNITIVE AGE. In IEEE Conference on Network Softwarization p.363-365

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Conference Paper
P1
open access

Resource provisioning in fog computing through deep reinforcement learning

José Pedro Pereira dos Santos (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2021) 2021 IFIP/IEEE INTERNATIONAL SYMPOSIUM ON INTEGRATED NETWORK MANAGEMENT (IM 2021). In Integrated network management p.431-437

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Conference Paper
P1
open access

SRFog : a flexible architecture for Virtual Reality content delivery through Fog Computing and Segment Routing

José Pedro Pereira dos Santos (UGent) , Jeroen van der Hooft (UGent) , Maria Torres Vega (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2021) 2021 IFIP/IEEE INTERNATIONAL SYMPOSIUM ON INTEGRATED NETWORK MANAGEMENT (IM 2021). In Integrated network management p.1038-1043

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Journal Article
A2
open access

Enabling and leveraging AI in the intelligent edge : a review of current trends and future directions

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

(2021) IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY. 2. p.2311-2341

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Journal Article
A1
open access

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

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

(2020) JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS. 9(1).

Academic Bibliography

Federated deep Q-learning networks for service-based anomaly detection and classification in edge-to-cloud ecosystems

Service-based federated deep reinforcement learning for anomaly detection in fog ecosystems

Efficient orchestration of service chains in fog computing for immersive media

Towards end-to-end resource provisioning in Fog Computing over Low Power Wide Area Networks

Self-organizing fog support services for responsive edge computing

Live demonstration of a highly scalable fog service orchestrator

Resource provisioning in fog computing through deep reinforcement learning

SRFog : a flexible architecture for Virtual Reality content delivery through Fog Computing and Segment Routing

Enabling and leveraging AI in the intelligent edge : a review of current trends and future directions

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

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