Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Bruno Volckaert

Faculty of Engineering and Architecture > Department of Information technology

ORCID iD: 0000-0003-0575-5894

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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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The Open Anatomy Explorer : a journey towards accessible open-source 3D learning environments

Vicky Vandenbossche (UGent) , Michiel Van Kenhove (UGent) , Noeska Smit, Wouter Willaert (UGent) , Filip De Turck (UGent) , Bruno Volckaert (UGent) , Martin Valcke (UGent) and Emmanuel Audenaert (UGent)

(2024) JOURNAL OF VISUAL COMMUNICATION IN MEDICINE. 47(3). p.85-96
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- Conference Paper
- P1
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ChronosGuard : a hierarchical machine learning intrusion detection system for modern clouds

Miel Verkerken (UGent) , José Pedro Pereira dos 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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- P1
- open access
Quality analysis in IDS dataset : impact on model generalization

Didik Sudyana, Miel Verkerken (UGent) , Laurens D'hooge (UGent) , Ying-Dar Lin, Ren-Hung Hwang, Yuan-Cheng Lai, Fietyata Yudha, Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2024) 2024 IEEE CONFERENCE ON COMMUNICATIONS AND NETWORK SECURITY, CNS 2024. In IEEE Conference on Communications and Network Security p.1-6
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- A2
- open access
Improving generalization of ML-based IDS with lifecycle-based dataset, auto-learning features, and deep learning

Didik Sudyana, Ying-Dar Lin, Miel Verkerken (UGent) , Ren-Hung Hwang, Yuan-Cheng Lai, Laurens D'hooge (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2024) IEEE TRANSACTIONS ON MACHINE LEARNING IN COMMUNICATIONS AND NETWORKING. 2. p.645-662
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- P1
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Trusting the cloud-native edge : remotely attested Kubernetes workers

Ing. Jordi Thijsman (UGent) , Merlijn Sebrechts (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2024) 2024 33RD INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS, ICCCN 2024. In IEEE International Conference on Computer Communications and Networks 18.
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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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A multiobjective metaheuristic-based container consolidation model for cloud application performance improvement

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

(2024) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 32(3).
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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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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. 79. p.165-178

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