Ghent University Academic Bibliography

Journal Article
A1
open access

HephaestusForge : optimal microservice deployment across the Compute Continuum via Reinforcement Learning

José Pedro Pereira dos Santos (UGent) , Mattia Zaccarini, Filippo Poltronieri, Mauro Tortonesi, Cesare Stefanelli, Nicola Di Cicco and Filip De Turck (UGent)

(2025) FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE. 166.

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Journal Article
A1
open access

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

José Pedro Pereira dos 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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Low-latency volumetric video conferencing in congested networks through L4S

Matthias De Fré (UGent) , Jeroen van der Hooft (UGent) , Chia-Yu Chang, Koen De Schepper, Patrice Rondao Alface, Danny De Vleeschauwer (UGent) , Tim Wauters (UGent) , Peter Steenkiste (UGent) and Filip De Turck (UGent)

(2025) PROCEEDINGS OF THE 16TH ACM MULTIMEDIA SYSTEMS CONFERENCE, MMSYS 2025. p.113-123

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Journal Article
A1
open access

Leveraging user perception for 6G edge-cloud orchestration of networked extended reality

José Pedro Pereira dos Santos (UGent) , Sam Van Damme (UGent) , Mohammad Javad Sameri (UGent) , Susanna Schwarzmann, Qing Wei, Riccardo Trivisonno, Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2025) IEEE COMMUNICATIONS MAGAZINE.

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Conference Paper
open access

Evaluating the network effects of orchestration strategies for AI workloads in modern data centers

José Pedro Pereira dos Santos (UGent) , P. Maniotis, C. Wang, A. Tantawi, O. Tardieu, Tim Wauters (UGent) and Filip De Turck (UGent)

(2025) NetSoft2025, the 11th International Conference on Network.

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Enabling cross-context learning with knowledge graphs for anomaly detection in communications networks

Michael Weyns (UGent) , Sander Vanden Hautte, Annelies Lejon (UGent) , Veerle Ledoux (UGent) , Pieter Bonte (UGent) , Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2025) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 33(4).

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Explainable knowledge graph embeddings for industrial process monitoring & control

Michael Weyns (UGent) , Thibault Blyau (UGent) , Bram Steenwinckel (UGent) , Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2025) INFORMATION FUSION. 123.

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The computing continuum : past, present, and future

L. F. Bittencourt, R. Rodrigues-Filho, J. Spillner, Filip De Turck (UGent) , José Pedro Pereira dos Santos (UGent) , N. L. S. da Fonseca, O. Rana, M. Parashar and I. Foster

(2025) COMPUTER SCIENCE REVIEW. 58.

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Conference Paper
C1
open access

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

José Pedro Pereira dos 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.

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Conference Paper
C1
open access

Cyber-physical WebAssembly : secure hardware interfaces and pluggable drivers

Michiel Van Kenhove (UGent) , Maximilian Seidler, Friedrich Vandenberghe (UGent) , Warre Dujardin, Wouter Hennen, Arne Vogel, Merlijn Sebrechts (UGent) , Tom Goethals (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2025) NOMS 2025-2025 IEEE Network Operations and Management Symposium.

Academic Bibliography

HephaestusForge : optimal microservice deployment across the Compute Continuum via Reinforcement Learning

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

Low-latency volumetric video conferencing in congested networks through L4S

Leveraging user perception for 6G edge-cloud orchestration of networked extended reality

Evaluating the network effects of orchestration strategies for AI workloads in modern data centers

Enabling cross-context learning with knowledge graphs for anomaly detection in communications networks

Explainable knowledge graph embeddings for industrial process monitoring & control

The computing continuum : past, present, and future

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

Cyber-physical WebAssembly : secure hardware interfaces and pluggable drivers

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