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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Conference Paper
open access

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. p.113-123

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Journal Article
A1
open access

Enabling efficient semantic stream processing across the IoT network through adaptive distribution with DIVIDE

Mathias De Brouwer (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2024) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 32(2).

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Journal Article
A1
open access

Impact of latency on QoE, performance, and collaboration in interactive multi-user virtual reality

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

(2024) APPLIED SCIENCES-BASEL. 14(6).

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Conference Paper
C1
open access

Enabling adaptive and reliable video delivery over hybrid unicast/broadcast networks

Casper Haems (UGent) , Jeroen van der Hooft (UGent) , Hannes Mareen (UGent) , Peter Steenkiste (UGent) , Glenn Van Wallendael (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2024) NOSSDAV '24 : proceedings of the 34th edition of the Workshop on Network and Operating System Support for Digital Audio and Video. p.29-35

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Journal Article
A1
open access

Benchmarking whole knowledge graph embedding techniques

Pieter Bonte (UGent) , Sander Vanden Hautte, Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2024) INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING. 34(1). p.163-184

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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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Journal Article
A1
open access

Optimized continuous homecare provisioning through distributed data-driven semantic services and cross-organizational workflows

Mathias De Brouwer (UGent) , Pieter Bonte (UGent) , Doerthe Arndt, Miel Vander Sande (UGent) , Anastasia Dimou (UGent) , Ruben Verborgh (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2024) JOURNAL OF BIOMEDICAL SEMANTICS. 15(1).

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Conference Paper
P1
open access

Efficient microservice deployment in Kubernetes multi-clusters through reinforcement learning

José Pedro Pereira dos Santos (UGent) , M. Zaccarini, F. Poltronieri, M. Tortonesi, C. Stefanelli, N. Di Cicco and Filip De Turck (UGent)

(2024) PROCEEDINGS OF 2024 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, NOMS 2024. In IEEE IFIP Network Operations and Management Symposium

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Conference Paper
P1
open access

Scalable MDC-based volumetric video delivery for real-time one-to-many WebRTC conferencing

Matthias De Fré (UGent) , Jeroen van der Hooft (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2024) PROCEEDINGS OF THE 2024 15TH ACM MULTIMEDIA SYSTEMS CONFERENCE 2024, MMSYS 2024. p.121-131

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Conference Paper
P1
open access

Demonstrating adaptive many-to-many immersive teleconferencing for volumetric video

Matthias De Fré (UGent) , Jeroen van der Hooft (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2024) PROCEEDINGS OF THE 2024 15TH ACM MULTIMEDIA SYSTEMS CONFERENCE 2024, MMSYS 2024. p.453-458

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Conference Paper
P1
open access

Collaborative cooking in VR : effects of network distortion in multi-user virtual environments

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

(2024) PROCEEDINGS OF THE 2024 15TH ACM MULTIMEDIA SYSTEMS CONFERENCE 2024, MMSYS 2024. p.509-515

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Context-aware and reliable transport layer framework for interactive immersive media delivery over millimeter wave

Hemanth Kumar Ravuri, Jakob Struye, Jeroen van der Hooft (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) , Jeroen Famaey and Maria Torres Vega (UGent)

(2024) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 32(4).

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Conference Paper
P1
open access

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

José Pedro Pereira dos 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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Journal Article
A1
open access

INK : knowledge graph representation for efficient and performant rule mining

Bram Steenwinckel (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2024) SEMANTIC WEB. 15(4). p.1367-1388

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Journal Article
A1
open access

Physiology-driven cybersickness detection in virtual reality : a machine learning and explainable AI approach

Mohammad Javad Sameri (UGent) , Hendrick Coenegracht, Sam Van Damme (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2024) VIRTUAL REALITY. 28(4).

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Conference Paper
P1
open access

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

José Pedro Pereira dos 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
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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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. 79. p.165-178

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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

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Conference Paper
P1
open access

Enhancing virtual reality stress relief with haptics : the virtual rage room use case

Mohammad Javad Sameri (UGent) , Flor Neufkens, Sam Van Damme (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2024) 2024 16TH INTERNATIONAL CONFERENCE ON QUALITY OF MULTIMEDIA EXPERIENCE, QOMEX 2024. In International Workshop on Quality of Multimedia Experience p.246-249

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Journal Article
A1
open access

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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Journal Article
A1
open access

Analyzing the applicability of psychometric QoE modeling for projection-based point cloud video quality assessment

Sam Van Damme (UGent) , Jeroen van der Hooft (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2024) EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING. 2024(1).

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Conference Paper
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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Journal Article
A2
open access

Accelerated bitrate ladder creation for video live streaming using temporal layer injection

Hannes Mareen (UGent) , Casper Haems (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) , Peter Lambert (UGent) and Glenn Van Wallendael (UGent)

(2024) INTERNATIONAL JOURNAL OF SEMANTIC COMPUTING. 18(4). p.617-636

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Conference Paper
P1
open access

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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Conference Paper
P1
open access

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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Conference Paper
P1
open access

Real-time demonstration of low-latency video delivery via hybrid unicast-broadcast networks

Casper Haems (UGent) , Jeroen van der Hooft (UGent) , Hannes Mareen (UGent) , Peter Steenkiste (UGent) , Glenn Van Wallendael (UGent) , Tim Wauters (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 p.1-3

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Journal Article
A1
open access

Identifying app components that promote physical activity : a group concept mapping study

Maya Braun (UGent) , Stéphanie Carlier (UGent) , Femke De Backere (UGent) , Marie Van de Velde, Filip De Turck (UGent) , Geert Crombez (UGent) and Annick De Paepe (UGent)

(2024) PEERJ. 12.

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Conference Paper
P1
open access

Multi-objective scheduling and resource allocation of Kubernetes replicas across the compute continuum

N. Di Cicco, F. Poltronieri, José Pedro Pereira dos Santos (UGent) , M. Zaccarini, M. Tortonesi, C. Stefanelli 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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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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Research Data

Auto-scaling dataset based on the gym-hpa framework

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

(2023)

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Research Data

jpedro1992/gym-hpa: v0.0.1-alpha

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

(2023)

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Journal Article
A2
open access

Characterizing the impact of data-damaged models on generalization strength in intrusion detection

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

(2023) JOURNAL OF CYBERSECURITY AND PRIVACY. 3(2). p.118-144

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Conference Paper
P1
open access

Immersive and interactive subjective quality assessment of dynamic volumetric meshes

Sam Van Damme (UGent) , Imen Mahdi, Hemanth Kumar Ravuri, Jeroen van der Hooft (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2023) 2023 15th International Conference on Quality of Multimedia Experience (QoMEX). In International Workshop on Quality of Multimedia Experience p.141-146

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Conference Paper
P1
open access

Are we ready for haptic interactivity in VR? An experimental comparison of different interaction methods in virtual reality training

Sam Van Damme (UGent) , Jordy Tack, Glenn Van Wallendael (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2023) 2023 15th International Conference on Quality of Multimedia Experience (QoMEX). In International Workshop on Quality of Multimedia Experience p.294-299

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Journal Article
A1
open access

Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design

Mathias De Brouwer (UGent) , Bram Steenwinckel (UGent) , Ziye Fang, Marija Stojchevska (UGent) , Pieter Bonte (UGent) , Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2023) SEMANTIC WEB. 14(5). p.893-941

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Journal Article
A1
open access

Investigating generalized performance of data-constrained supervised machine learning models on novel, related samples in intrusion detection

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

(2023) SENSORS. 23(4).

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Journal Article
A1
open access

Adaptive partially reliable delivery of immersive media over QUIC-HTTP/3

Hemanth Kumar Ravuri, Maria Torres Vega (UGent) , Jeroen van der Hooft (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2023) IEEE ACCESS. 11. p.38094-38111

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Journal Article
A1
open access

TALK : tracking activities by linking knowledge

Bram Steenwinckel (UGent) , Mathias De Brouwer (UGent) , Marija Stojchevska (UGent) , Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2023) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 122.

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Journal Article
A1
open access

Task assignment and capacity allocation for ML-based intrusion detection as a service in a multi-tier architecture

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

(2023) IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. 20(1). p.672-683

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Journal Article
A1
open access

Service-based, multi-provider, fog ecosystem with joint optimization of request mapping and response routing

Mays AL-Naday, Nikolaos Thomos, Jiejun Hu, Bruno Volckaert (UGent) , Filip De Turck (UGent) and Martin J. Reed

(2023) IEEE TRANSACTIONS ON SERVICES COMPUTING. 16(3). p.2203-2214

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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
C1
open access

Efficient management in fog computing

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

(2023) NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium.

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Conference Paper
P1
open access

Haptic interactions for extended reality

Yentl Vermeulen, Sam Van Damme (UGent) , Glenn Van Wallendael (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2023) 2023 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, ICCE. In International Conference on Consumer Electronics

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Journal Article
A1
open access

Leak localization in water distribution networks using GIS-Enhanced autoencoders

Michael Weyns (UGent) , Ganjour Mazaev, Guido Vaes, Filip Vancoillie, Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2023) URBAN WATER JOURNAL. 20(7). p.859-881

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Conference Paper
C1
open access

A haptic-enabled, distributed and networked immersive system for multi-user collaborative virtual reality

Sam Van Damme (UGent) , Fangio Van de Velde, Mohammad Javad Sameri (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2023) IXR '23 : proceedings of the 2nd International Workshop on Interactive eXtended Reality. p.11-19

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Conference Paper
C1
open access

gym-hpa : efficient auto-scaling via reinforcement learning for complex microservice-based applications in Kubernetes

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

(2023) NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium.

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Journal Article
A1
open access

Content and quality of physical activity ontologies : a systematic review

Maya Braun (UGent) , Stéphanie Carlier (UGent) , Femke De Backere (UGent) , Annick De Paepe (UGent) , Marie Van de Velde, Delfien Van Dyck (UGent) , Marta Marques, Filip De Turck (UGent) and Geert Crombez (UGent)

(2023) INTERNATIONAL JOURNAL OF BEHAVIORAL NUTRITION AND PHYSICAL ACTIVITY. 20(1).

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Journal Article
A1
open access

A software engineering framework for reusable design of personalized serious games for health : development study

Stéphanie Carlier (UGent) , Vince Naessens, Femke De Backere (UGent) and Filip De Turck (UGent)

(2023) JMIR SERIOUS GAMES. 11.

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Journal Article
A1
open access

Characterization of the quality of experience and immersion of point cloud videos in augmented reality through a subjective study

Huu Minh Nguyen, Shivi Vats, Sam Van Damme (UGent) , Jeroen van der Hooft (UGent) , Maria Torres Vega (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) , Christian Timmerer and Hermann Hellwagner

(2023) IEEE ACCESS. 11. p.128898-128910

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Conference Paper
P1
open access

Performance impact of queue sorting in container-based application scheduling

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

(2023) 2023 19th International Conference on Network and Service Management (CNSM). In International Conference on Network and Service Management p.387-395

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Conference Paper
C1
open access

Temporal layer injection for fast bitrate ladder creation in video live streaming

Hannes Mareen (UGent) , Casper Haems (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) , Peter Lambert (UGent) and Glenn Van Wallendael (UGent)

(2023) 2023 IEEE International Symposium on Multimedia (ISM). p.44-51

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Journal Article
A1
open access

Diktyo : network-aware scheduling in container-based clouds

José Pedro Pereira dos Santos (UGent) , Chen Wang, Tim Wauters (UGent) and Filip De Turck (UGent)

(2023) IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. 20(4). p.4461-4477

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Journal Article
A1
open access

A novel multi-stage approach for hierarchical intrusion detection

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

(2023) IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. 20(3). p.3915-3929

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Journal Article
A1
open access

Online dynamic container rescheduling for improved application service time

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

(2023) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 31(4).

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Conference Paper
C1
open access

Data analytics for health and connected care : ontology, knowledge graph and applications

Bram Steenwinckel (UGent) , Mathias De Brouwer (UGent) , Marija Stojchevska (UGent) , Jeroen Van Der Donckt (UGent) , Jelle Nelis (UGent) , Joeri Ruyssinck (UGent) , Joachim van der Herten (UGent) , Koen Casier (UGent) , Jan Van Ooteghem (UGent) , Pieter Crombez, et al.

(2023) Pervasive Computing Technologies for Healthcare, 16th EAI International Conference, PervasiveHealth 2022, Proceedings. In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 488. p.344-360

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Conference Paper
P1
open access

Cloud-native-bench : an extensible benchmarking framework to streamline cloud performance tests

Michiel Van Kenhove (UGent) , Merlijn Sebrechts (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2023) 2023 IEEE 12TH INTERNATIONAL CONFERENCE ON CLOUD NETWORKING, CLOUDNET. In IEEE International Conference on Cloud Networking p.86-93

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Journal Article
A1
open access

Enabling the rescheduling of containerized workloads in an ad hoc cross-organizational collaboration

Laurens Van Hoye, Tim Wauters (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2023) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 31(1).

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Conference Paper
P1
open access

Castles built on sand : observations from classifying academic cybersecurity datasets with minimalist methods

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

(2023) Proceedings of the 8th International Conference on Internet of Things, Big Data and Security : volume 1. p.61-72

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INK : knowledge graph embeddings for node classification

Bram Steenwinckel (UGent) , Gilles Vandewiele (UGent) , Michael Weyns (UGent) , Terencio Agozzino, Filip De Turck (UGent) and Femke Ongenae (UGent)

(2022) DATA MINING AND KNOWLEDGE DISCOVERY. 36(2). p.620-667

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Conference Paper
P1
open access

Solid web monetization

Merlijn Sebrechts (UGent) , Tom Goethals (UGent) , Thomas Dupont (UGent) , Wannes Kerckhove (UGent) , Ruben Taelman (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2022) WEB ENGINEERING (ICWE 2022). In Lecture notes in computer science 13362. p.481-486

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Journal Article
A1
open access

Bridging the gap between expressivity and efficiency in stream reasoning : a structural caching approach for IoT streams

Pieter Bonte (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2022) KNOWLEDGE AND INFORMATION SYSTEMS. 64. p.1781-1815

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Conference Paper
C3
open access

Effects of haptic feedback on user perception and performance in interactive projected augmented reality

Sam Van Damme (UGent) , Joris Heyse, Nicolas Legrand, Femke De Backere (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.

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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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Conference Paper
P1
open access

Implementing a network-aware Kubernetes scheduler on top of a mesh network

Jerico Moeyersons (UGent) , Brecht Stamper, Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2022) 2022 IEEE CLOUD SUMMIT. p.75-82

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The importance of establishing baselines in ML classification tasks

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

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.

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Journal Article
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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Conference Paper
C3
open access

Fixing the foundations : towards generalization for machine learning

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

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.

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Clustering-based psychometric no-reference quality model for point cloud video

Sam Van Damme (UGent) , Maria Torres Vega (UGent) , Jeroen van der Hooft (UGent) and Filip De Turck (UGent)

(2022) 2022 IEEE International Conference on Image Processing (ICIP). p.1866-1870

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Explora-VR : content prefetching for tile-based immersive video streaming applications

Leandro Ordonez Ante, Jeroen van der Hooft (UGent) , Tim Wauters (UGent) , Gregory Van Seghbroeck (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2022) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 30(3).

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Machine learning based content-agnostic viewport prediction for 360-degree video

Sam Van Damme (UGent) , Maria Torres Vega (UGent) and Filip De Turck (UGent)

(2022) ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS. 18(2).

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Assessing the added value of context during stress detection from wearable data

Marija Stojchevska (UGent) , Bram Steenwinckel (UGent) , Jonas Van Der Donckt (UGent) , Mathias De Brouwer (UGent) , Annelies Goris, Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2022) BMC MEDICAL INFORMATICS AND DECISION MAKING. 22(1).

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mBrain : towards the continuous follow-up and headache classification of primary headache disorder patients

Mathias De Brouwer (UGent) , Nicolas Vandenbussche (UGent) , Bram Steenwinckel (UGent) , Marija Stojchevska (UGent) , Jonas Van Der Donckt (UGent) , Vic Degraeve, Jasper Vaneessen (UGent) , Filip De Turck (UGent) , Bruno Volckaert (UGent) , Paul Boon (UGent) , et al.

(2022) BMC MEDICAL INFORMATICS AND DECISION MAKING. 22(1).

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Streaming 8K video over millimeter wave networks : an experimental demonstrator

Hemanth Kumar Ravuri, J. Struye, Maria Torres Vega (UGent) , Jeroen van der Hooft (UGent) , Jeroen Famaey (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2022) 2022 13th International Conference on Network of the Future (NoF). In International conference on the network of the future

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Partially reliable transport layer for QUICker interactive immersive media delivery

Hemanth Kumar Ravuri, Maria Torres Vega (UGent) , Jeroen van der Hooft (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2022) IXR '22 : proceedings of the 1st Workshop on Interactive eXtended Reality. p.41-49

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Establishing the contaminating effect of metadata feature inclusion in machine-learned network intrusion detection models

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

(2022) Detection of Intrusions and Malware, and Vulnerability Assessment, DIMVA 2022. In Lecture Notes in Computer Science 13358. p.23-41

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Towards model generalization for intrusion detection : unsupervised machine learning techniques

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

(2022) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 30(1).

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Towards cloud-based unobtrusive monitoring in remote multi-vendor environments

Jerico Moeyersons (UGent) , Sarah Kerkhove (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2022) SOFTWARE-PRACTICE & EXPERIENCE. 52(2). p.427-442

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NFV anomaly detection : case study through a security module

Lucas Bondan (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) , Filip De Turck (UGent) and Lisandro Zambenedetti Granville

(2022) IEEE COMMUNICATIONS MAGAZINE. 60(2). p.18-24

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Fog native architecture : intent-based workflows to take cloud native toward the edge

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

(2022) IEEE COMMUNICATIONS MAGAZINE. 60(8). p.44-50

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Discovering non-metadata contaminant features in intrusion detection datasets

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

(2022) 2022 19TH ANNUAL INTERNATIONAL CONFERENCE ON PRIVACY, SECURITY & TRUST (PST). In Annual Conference on Privacy Security and Trust-PST

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The design of an ontology-driven mHealth behaviour change ecosystem to increase physical activity in adults

Stéphanie Carlier (UGent) , Maya Braun (UGent) , Annick De Paepe (UGent) , Geert Crombez (UGent) , Femke De Backere (UGent) and Filip De Turck (UGent)

(2022) Pervasive Computing Technologies for Healthcare, 15th EAI International Conference, Pervasive Health 2021, Proceedings. In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 431. p.452-468

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From patient to musician : a multi-sensory virtual reality rehabilitation tool for spatial neglect

Joris Heyse, Stéphanie Carlier (UGent) , Ewoud Verhelst, Catharine Vander Linden (UGent) , Femke De Backere (UGent) and Filip De Turck (UGent)

(2022) APPLIED SCIENCES-BASEL. 12(3).

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Towards knowledge-driven symptom monitoring & trigger detection of primary headache disorders

Mathias De Brouwer (UGent) , Nicolas Vandenbussche (UGent) , Bram Steenwinckel (UGent) , Marija Stojchevska (UGent) , Jonas Van Der Donckt (UGent) , Vic Degraeve, Filip De Turck (UGent) , Koen Paemeleire (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2022) COMPANION PROCEEDINGS OF THE WEB CONFERENCE 2022, WWW 2022 COMPANION. p.264-268

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Adapting Kubernetes controllers to the edge : on-demand control planes using Wasm and WASI

Merlijn Sebrechts (UGent) , Tim Ramlot, Sander Borny (UGent) , Tom Goethals (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2022) PROCEEDINGS OF THE 2022 IEEE 11TH INTERNATIONAL CONFERENCE ON CLOUD NETWORKING (IEEE CLOUDNET 2022). In IEEE International Conference on Cloud Networking p.195-202

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A functional and performance benchmark of lightweight virtualization platforms for edge computing

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

(2022) 2022 IEEE INTERNATIONAL CONFERENCE ON EDGE COMPUTING & COMMUNICATIONS (IEEE EDGE 2022). p.60-68

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Effects of haptic feedback on user perception and performance in interactive projected augmented reality

Sam Van Damme (UGent) , Joris Heyse, Nicolas Legrand, Femke De Backere (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2022) IXR '22 : proceedings of the 1st Workshop on Interactive eXtended Reality. p.11-18

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An adaptation algorithm for personalised virtual reality exposure therapy

Joris Heyse, Barbara Depreeuw (UGent) , Tom Van Daele, Tine Daeseleire (UGent) , Femke Ongenae (UGent) , Femke De Backere (UGent) and Filip De Turck (UGent)

(2022) COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 225.

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Enabling user-centric assessment and modelling of immersiveness in multimodal multimedia applications

Sam Van Damme (UGent) , Maria Torres Vega (UGent) and Filip De Turck (UGent)

(2022) Doctoral Consortium : ACM International Conference on Interactive Media Experiences (IMX 2022). p.33-42

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A secure cross-organizational container deployment approach to enable ad hoc collaborations

Laurens Van Hoye, Tim Wauters (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2022) INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT. 32(4).

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A scalable hierarchically distributed architecture for next-generation applications

Hemanth Kumar Ravuri, Maria Torres Vega (UGent) , Jeroen van der Hooft (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2022) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 30(1).

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Machine learning based intrusion detection as a service : task assignment and capacity allocation in a multi-tier architecture

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

(2021) COMPANION PROCEEDINGS OF THE 14TH IEEE/ACM INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING (UCC'21 COMPANION).

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Overly optimistic prediction results on imbalanced data : a case study of flaws and benefits when applying over-sampling

Gilles Vandewiele (UGent) , Isabelle Dehaene (UGent) , György Kovács, Lucas Sterckx (UGent) , Olivier Janssens (UGent) , Femke Ongenae (UGent) , Femke De Backere (UGent) , Filip De Turck (UGent) , Kristien Roelens (UGent) , Johan Decruyenaere (UGent) , et al.

(2021) ARTIFICIAL INTELLIGENCE IN MEDICINE. 111.

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Investigating the influence of personalised gamification on mobile survey user experience

Stéphanie Carlier (UGent) , Dries Coppens, Femke De Backere (UGent) and Filip De Turck (UGent)

(2021) SUSTAINABILITY. 13(18).

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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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Towards distributed emergency flow prioritization in software-defined networks

Jerico Moeyersons (UGent) , Behrooz Farkiani, Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2021) INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT. 31(1).

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FLAGS : a methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning

Bram Steenwinckel (UGent) , Dieter De Paepe, Sander Vanden Hautte, Pieter Heyvaert (UGent) , Mohamed Bentefrit, Pieter Moens (UGent) , Anastasia Dimou (UGent) , Bruno Van Den Bossche (UGent) , Filip De Turck (UGent) , Sofie Van Hoecke (UGent) , et al.

(2021) FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE. 116. p.30-48

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Prioritized deployment of dynamic service function chains

Behrooz Farkiani, Bahador Bakhshi, S. Ali MirHassani, Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2021) IEEE-ACM TRANSACTIONS ON NETWORKING. 29(3). p.979-993