Ghent University Academic Bibliography

Journal Article
A1
open access

Flocky : decentralized intent-based edge orchestration using open application model

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

(2026) IEEE TRANSACTIONS ON SERVICES COMPUTING. 19(1). p.380-395

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Journal Article
A1
open access

Gwydion : efficient auto-scaling for complex containerized applications in Kubernetes through Reinforcement Learning

José Santos (UGent) , Efstratios Reppas, Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2025) JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. 234.

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Journal Article
A1
open access

Mixed-runtime pod networking for Kubernetes-based edge computing

Tom Goethals (UGent) , Miel Verkerken (UGent) , Merlijn Sebrechts (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2025) IEEE ACCESS. 13. p.209432-209449

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Journal Article
A1
open access

A comprehensive benchmark of flannel CNI in SDN/Non-SDN enabled cloud-native environments

José Santos (UGent) , Bibin V. Ninan, Bruno Volckaert (UGent) , Filip De Turck (UGent) and Mays Al-Naday

(2025) IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. 22(6). p.5270-5284

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Conference Paper
P1
open access

Can reinforcement learning be generalized for efficient auto-scaling in containerized clouds?

José Santos (UGent) , E. Reppas, Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2025) NOMS 2025-2025 IEEE NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM. In IEEE IFIP Network Operations and Management Symposium

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Journal Article
A1
open access

Impact of power consumption in containerized clouds : a comprehensive analysis of open-source power measurement tools

Carlo Centofanti, José Santos (UGent) , Venkateswarlu Gudepu and Koteswararao Kondepu

(2024) COMPUTER NETWORKS. 245.

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Conference Paper
P1
open access

ChronosGuard : a hierarchical machine learning intrusion detection system for modern clouds

Miel Verkerken (UGent) , José Santos (UGent) , Laurens D'hooge (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2024) 2024 20TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT, CNSM 2024. In International Conference on Network and Service Management

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Conference Paper
P1
open access

Towards intent-based scheduling for performance and security in edge-to-cloud networks

José Santos (UGent) , Eddy Truyen, Christoph Baumann, Filip De Turck (UGent) , Gerald Budigiri and Wouter Joosen

(2024) PROCEEDINGS OF THE 27TH CONFERENCE ON INNOVATION IN CLOUDS, INTERNET AND NETWORKS, ICIN. In Conference on Innovations in Clouds Internet and Networks p.222-227

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Conference Paper
P1
open access

Towards optimal load balancing in multi-zone Kubernetes clusters via reinforcement learning

José Santos (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) and Peter Steenkiste (UGent)

(2024) 2024 33RD INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS, ICCCN 2024. In IEEE International Conference on Computer Communications and Networks

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Journal Article
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

Academic Bibliography

Flocky : decentralized intent-based edge orchestration using open application model

Gwydion : efficient auto-scaling for complex containerized applications in Kubernetes through Reinforcement Learning

Mixed-runtime pod networking for Kubernetes-based edge computing

A comprehensive benchmark of flannel CNI in SDN/Non-SDN enabled cloud-native environments

Can reinforcement learning be generalized for efficient auto-scaling in containerized clouds?

Impact of power consumption in containerized clouds : a comprehensive analysis of open-source power measurement tools

ChronosGuard : a hierarchical machine learning intrusion detection system for modern clouds

Towards intent-based scheduling for performance and security in edge-to-cloud networks

Towards optimal load balancing in multi-zone Kubernetes clusters via reinforcement learning

Warrens : decentralized connectionless tunnels for edge container networks

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