prof. dr. ir. Filip De Turck

Faculty of Engineering and Architecture > Department of Information technology

Work address: Technologiepark Zwijnaarde 126
9052 Zwijnaarde
Email: Filip.DeTurck@UGent.be
ORCID iD: 0000-0003-4824-1199

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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. p.1-48
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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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A scalable hierarchically distributed architecture for next-generation applications

Hemanth Kumar Ravuri (UGent) , 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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- Journal Article
A secure cross-organizational container deployment approach to enable ad hoc collaborations

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

(2021) INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT. p.1-20
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Towards low-latency service delivery in a continuum of virtual resources : state-of-the-art and research directions

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

(2021) IEEE COMMUNICATIONS SURVEYS AND TUTORIALS. 23(4). p.2557-2589
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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) 2021 17th International Conference on Network and Service Management (CNSM). p.139-145
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Reinforcement learning for service function chain allocation in fog computing

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

(2021) Communication networks and service management in the era of artificial intelligence and machine learning. p.147-173
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Service relationship orchestration : lessons learned from running large scale smart city platforms on Kubernetes

Merlijn Sebrechts (UGent) , Sander Borny (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2021) IEEE ACCESS. 9. p.133387-133401
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Demonstrator for experimental evaluation of large-scale distributed SDN deployments

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

(2021) 2021 12th International Conference on Network of the Future (NoF).
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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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Walk extraction strategies for node embeddings with RDF2Vec in knowledge graphs

Bram Steenwinckel (UGent) , Gilles Vandewiele (UGent) , Pieter Bonte (UGent) , Michael Weyns (UGent) , Heiko Paulheim, Petar Ristoski, Filip De Turck (UGent) and Femke Ongenae (UGent)

(2021) DATABASE AND EXPERT SYSTEMS APPLICATIONS - DEXA 2021 WORKSHOPS. In Communications in Computer and Information Science 1479. p.70-80
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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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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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Towards an evaluation framework for expressive stream reasoning

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

(2021) SEMANTIC WEB: ESWC 2021 SATELLITE EVENTS. In Lecture notes in computer science 12739. p.76-81
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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
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A full- and no-reference metrics accuracy analysis for volumetric media streaming

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

(2021) 2021 Thirteenth International Conference on Quality of Multimedia Experience (QoMEX), proceedings. In International Workshop on Quality of Multimedia Experience p.225-230
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UAVs-as-a-service : cloud-based remote application management for drones

Jerico Moeyersons (UGent) , Martijn Gevaert, Karl-Erik Réculé, 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.926-931
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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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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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Design and evaluation of a scalable Internet of Things backend for smart ports

Vincent Bracke (UGent) , Merlijn Sebrechts (UGent) , Bart Moons (UGent) , Jeroen Hoebeke (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2021) SOFTWARE-PRACTICE & EXPERIENCE.
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GENDIS : genetic discovery of shapelets

Gilles Vandewiele (UGent) , Femke Ongenae (UGent) and Filip De Turck (UGent)

(2021) SENSORS. 21(4).
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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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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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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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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 (UGent) , Sander Vanden Hautte (UGent) , 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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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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From 2D to next generation VR/AR videos : enabling efficient streaming via QoE-aware mobile networks

Roberto Iraja Tavares da Costa Filho, Filip De Turck (UGent) and Luciano Paschoal Gaspary

(2020) NOMS 2020 - PROCEEDINGS OF THE 2020 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM 2020: MANAGEMENT IN THE AGE OF SOFTWARIZATION AND ARTIFICIAL INTELLIGENCE. In IEEE IFIP Network Operations and Management Symposium
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Unsupervised anomaly detection for communication networks : an autoencoder approach

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

(2020) IoT streams for data-driven predictive maintenance and IoT, edge, and mobile for embedded machine learning. In Communications in Computer and Information Science 1325. p.160-172
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MINDWALC : mining interpretable, discriminative walks for classification of nodes in a knowledge graph

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

(2020) BMC MEDICAL INFORMATICS AND DECISION MAKING. 20(Suppl 4).
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UnifyDR : a generic framework for unifying data and replica placement

Ankita Atrey (UGent) , Gregory Van Seghbroeck (UGent) , Higinio Mora, Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2020) IEEE ACCESS. 8. p.216894-216910
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Unsupervised machine learning techniques for network intrusion detection on modern data

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

(2020) 2020 FOURTH CYBER SECURITY IN NETWORKING CONFERENCE (CSNET).
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From capturing to rendering : volumetric media delivery with six degrees of freedom

Jeroen van der Hooft (UGent) , Maria Torres Vega (UGent) , Tim Wauters (UGent) , Christian Timmerer, Ali C. Begen, Filip De Turck (UGent) and Raimund Schatz

(2020) IEEE COMMUNICATIONS MAGAZINE. 58(10). p.49-55
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Context-aware route planning : a personalized and situation-aware multi-modal transport routing approach

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

(2020) Proceedings of the ISWC 2020 demos and industry tracks : from novel ideas to industrial practice co-located with 19th International Semantic Web Conference (ISWC 2020). In CEUR workshop proceedings 2721. p.54-59
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Efficient application deployment in fog-enabled infrastructures

L.N. Vijouyeh, M. Sabaei, José Pedro Pereira dos Santos (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2020) 2020 16TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT (CNSM). In International Conference on Network and Service Management p.1-9
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Clinical information extraction for preterm birth risk prediction

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

(2020) JOURNAL OF BIOMEDICAL INFORMATICS. 110.
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Facilitating the analysis of COVID-19 literature through a knowledge graph

Bram Steenwinckel (UGent) , Gilles Vandewiele (UGent) , Ilja Rausch (UGent) , Pieter Heyvaert (UGent) , Ruben Taelman (UGent) , Pieter Colpaert (UGent) , Pieter Simoens (UGent) , Anastasia Dimou (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2020) The semantic web : ISWC 2020. In Lecture Notes in Computer Science 12507. p.344-357
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On routing scalability in flat SDN architectures

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

(2020) 2020 11th International Conference on Network of the Future (NoF). p.1-5
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Inter-dataset generalization strength of supervised machine learning methods for intrusion detection

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

(2020) JOURNAL OF INFORMATION SECURITY AND APPLICATIONS. 54.
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A low-complexity psychometric curve-fitting approach for the objective quality assessment of streamed game videos

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

(2020) SIGNAL PROCESSING-IMAGE COMMUNICATION. 88.
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A personalised emotion-based model for relaxation in virtual reality

Joris Heyse (UGent) , Maria Torres Vega (UGent) , Thomas De Jonge, Femke De Backere (UGent) and Filip De Turck (UGent)

(2020) APPLIED SCIENCES-BASEL. 10(17).
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Conditional constraints for knowledge graph embeddings

Michael Weyns (UGent) , Pieter Bonte (UGent) , Bram Steenwinckel (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2020) Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2020) co-located with the 17th Extended Semantic Web Conference 2020 (ESWC 2020). In CEUR Workshop Proceedings 2635.
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Trustful ad hoc cross-organizational data exchanges based on the Hyperledger Fabric framework

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

(2020) INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT. 30(6).
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Immersive interconnected virtual and augmented reality : a 5G and IoT perspective

Maria Torres Vega (UGent) , Christos Liaskos, Sergi Abadal, Evangelos Papapetrou, Akshay Jain, Belkacem Mouhouche, Gokhan Kalem, Salih Ergut, Marian Mach, Tomas Sabol, et al.

(2020) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 28(4). p.796-826
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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).
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Live demonstration of service function chaining allocation in Fog Computing

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

(2020) 2020 6th IEEE Conference on Network Softwarization (NetSoft), Proceedings : Bridging the Gap between Ai and Network Softwarization. p.362-364
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Preemptive resource provisioning for container-based audio/video encrypted collaboration applications

José Rafael Xavier Dos Santos, Lisandro Zambenedetti Granville, Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2020) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 28(4). p.1391-1426
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Distributed continuous home care provisioning through personalized monitoring & treatment planning

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

(2020) WWW'20: COMPANION PROCEEDINGS OF THE WEB CONFERENCE 2020. p.143-147
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Human-centric quality management of immersive multimedia applications

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

(2020) 2020 6th IEEE Conference on Network Softwarization (NetSoft), Proceedings : Bridging the Gap between Ai and Network Softwarization. p.57-64
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Objective and subjective QoE evaluation for adaptive point cloud streaming

Jeroen van der Hooft (UGent) , Maria Torres Vega (UGent) , Christian Timmerer, Ali Begen, Filip De Turck (UGent) and Raimund Schatz

(2020) 2020 Twelfth International Conference on Quality of Multimedia Experience (QoMEX). In International Workshop on Quality of Multimedia Experience
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Explora : interactive querying of multidimensional data in the context of smart cities

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

(2020) SENSORS. 20(9).
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Adaptive fog service placement for real-time topology changes in Kubernetes clusters

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

(2020) PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND SERVICES SCIENCE (CLOSER). p.161-170
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Toward truly immersive holographic-type ccommunication : challenges and solutions

Alexander Clemm, Maria Torres Vega (UGent) , Hemanth Kumar Ravuri (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2020) IEEE COMMUNICATIONS MAGAZINE. 58(1). p.93-99
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A generalized matrix profile framework with support for contextual series analysis

Dieter De Paepe (UGent) , Sander Vanden Hautte (UGent) , Bram Steenwinckel (UGent) , Filip De Turck (UGent) , Femke Ongenae (UGent) , Olivier Janssens (UGent) and Sofie Van Hoecke (UGent)

(2020) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 90.
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Towards delay-aware container-based Service Function Chaining in Fog Computing

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

(2020) NOMS 2020 - PROCEEDINGS OF THE 2020 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM 2020: MANAGEMENT IN THE AGE OF SOFTWARIZATION AND ARTIFICIAL INTELLIGENCE. In IEEE IFIP Network Operations and Management Symposium
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Empowering children with ASD and their parents : design of a serious game for anxiety and stress reduction

Stéphanie Carlier (UGent) , Sara Van der Paelt (UGent) , Femke Ongenae (UGent) , Femke De Backere (UGent) and Filip De Turck (UGent)

(2020) SENSORS. 20(4).
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A workload‑driven approach for view selection in large dimensional datasets

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

(2020) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 28(4). p.1161-1186
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On the design and development of emulation platforms for NFV-based infrastructures

Vinicius Fulber Garcia, Giovanni Venancio de Souza, Jr. Duarte, Elias Procopio, Thales Nicolai Tavares, Leonardo da Cruz Marcuzzo, Carlos R. P. dos Santos, Muriel Figueredo Franco, Lucas Bondan (UGent) , Lisandro Zambenedetti Granville, Alberto Egon Schaeffer-Filho, et al.

(2020) INTERNATIONAL JOURNAL OF GRID AND UTILITY COMPUTING. 11(2). p.230-242
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Pluggable SDN framework for managing heterogeneous SDN networks

Jerico Moeyersons (UGent) , Pieter-Jan Maenhaut, Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2020) INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT. 30(2).
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Resource management in a containerized cloud : status and challenges

Pieter-Jan Maenhaut, Bruno Volckaert (UGent) , Veerle Ongenae (UGent) and Filip De Turck (UGent)

(2020) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 28(2). p.197-246
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FLEDGE: Kubernetes compatible container orchestration on low-resource edge devices

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

(2020) Internet of vehicles : technologies and services toward smart cities, 6th International Conference, IOV 2019, Proceedings. In Lecture Notes in Computer Science p.174-189
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Towards 6DoF virtual reality video streaming : status and challenges

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

(2019) IEEE COMSOC MMTC COMMUNICATIONS - FRONTIERS. 14(5). p.30-37
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DIVIDE : adaptive context-aware query derivation for IoT data streams

Mathias De Brouwer (UGent) , Dörthe Arndt (UGent) , Pieter Bonte (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2019) Joint Proceedings of the International Workshops on Sensors and Actuators on the Web, and Semantic Statistics co-located with 18th International Semantic Web Conference (ISWC 2019). In CEUR Workshop Proceedings 2549. p.1-16
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Tile-based adaptive streaming for virtual reality video

Jeroen van der Hooft (UGent) , Maria Torres Vega (UGent) , Stefano Petrangeli (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2019) ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS. 15(4).
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Dissecting the performance of VR video streaming through the VR-EXP experimentation platform

Roberto Iraja Tavares da Costa Filho, Marcelo Caggiani Luizelli, Stefano Petrangeli, Maria Torres Vega (UGent) , Jeroen van der Hooft (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) and Luciano Paschoal Gaspary

(2019) ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS. 15(4).
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Towards 6DoF HTTP adaptive streaming through point cloud compression

Jeroen van der Hooft (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) , Christian Timmerer and Hermann Hellwagner

(2019) PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19). p.2405-2413
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Classification hardness for supervised learners on 20 years of intrusion detection data

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

(2019) IEEE ACCESS. 7. p.167455-167469
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In-depth comparative evaluation of supervised machine learning approaches for detection of cybersecurity threats

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

(2019) PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INTERNET OF THINGS, BIG DATA AND SECURITY (IOTBDS 2019). p.125-136
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Continuous athlete monitoring in challenging cycling environments using IoT technologiesis

Esteban Municio, Glenn Daneels, Mathias De Brouwer (UGent) , Femke Ongenae (UGent) , Filip De Turck (UGent) , Bart Braem, Jeroen Famaey and Steven Latré

(2019) IEEE INTERNET OF THINGS JOURNAL. 6(6). p.10875-10887
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Enabling emergency flow prioritization in SDN networks

Jerico Moeyersons (UGent) , Behrooz Farkiani, B. Bakhshi, S. A. Mirhassani, Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2019) 2019 15th International Conference on Network and Service Management (CNSM). In International Conference on Network and Service Management
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C-Sprite : efficient hierarchical reasoning for rapid RDF stream processing

Pieter Bonte (UGent) , Riccardo Tommasini, Filip De Turck (UGent) , Femke Ongenae (UGent) and Emanuele Della Valle

(2019) DEBS '19 : Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems. p.103-114
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Scalability evaluation of VPN technologies for secure container networking

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

(2019) 2019 15th International Conference on Network and Service Management (CNSM). In International Conference on Network and Service Management
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Demonstration of a stream reasoning platform on low-end devices to enable personalized real-time cycling feedback

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

(2019) SEMANTIC WEB: ESWC 2019 SATELLITE EVENTS. In Lecture Notes in Computer Science 11762. p.28-32
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A critical look at studies applying over-sampling on the TPEHGDB dataset

Gilles Vandewiele (UGent) , Isabelle Dehaene (UGent) , Olivier Janssens (UGent) , Femke Ongenae (UGent) , Femke De Backere (UGent) , Filip De Turck (UGent) , Kristien Roelens (UGent) , Sofie Van Hoecke (UGent) and Thomas Demeester (UGent)

(2019) ARTIFICIAL INTELLIGENCE IN MEDICINE, AIME 2019. In Lecture Notes in Artificial Intelligence 11526. p.355-364
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Time-to-birth prediction models and the influence of expert opinions

Gilles Vandewiele (UGent) , Isabelle Dehaene (UGent) , Olivier Janssens (UGent) , Femke Ongenae (UGent) , Femke De Backere (UGent) , Filip De Turck (UGent) , Kristien Roelens (UGent) , Sofie Van Hoecke (UGent) and Thomas Demeester (UGent)

(2019) ARTIFICIAL INTELLIGENCE IN MEDICINE, AIME 2019. In Lecture Notes in Computer Science 11526. p.286-291
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Inducing a decision tree with discriminative paths to classify entities in a knowledge graph

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

(2019) SEPDA 2019, Proceedings of the 4th International Workshop on Semantics-Powered Data Mining and Analytics. In CEUR workshop proceedings 2427. p.1-6
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SpeCH : a scalable framework for data placement of data-intensive services in geo-distributed clouds

Ankita Atrey (UGent) , Gregory Van Seghbroeck (UGent) , Higinio Mora, Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2019) JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. 142. p.1-14
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Design of an ontology for decision support in VR exposure therapy

Joris Heyse (UGent) , Femke Ongenae (UGent) , Jolien De Letter, Anissa All (UGent) , Femke De Backere (UGent) and Filip De Turck (UGent)

(2019) 13th EAI International Conference on Pervasive Computing Technologies for Healthcare : Demos and Posters.
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Exploring New York in 8K : an adaptive tile-based virtual reality video streaming experience

Maria Torres Vega (UGent) , Jeroen van der Hooft (UGent) , Joris Heyse (UGent) , Femke De Backere (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) and Stefano Petrangeli (UGent)

(2019) PROCEEDINGS OF THE 10TH ACM MULTIMEDIA SYSTEMS CONFERENCE (ACM MMSYS'19). p.330-333
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Contextual bandit learning-based viewport prediction for 360 video

Joris Heyse (UGent) , Maria Torres Vega (UGent) , Femke De Backere (UGent) and Filip De Turck (UGent)

(2019) 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR). p.972-973
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Using a serious game to reduce stress and anxiety in children with autism spectrum disorder

Stéphanie Carlier (UGent) , Sara Van der Paelt (UGent) , Femke Ongenae (UGent) , Femke De Backere (UGent) and Filip De Turck (UGent)

(2019) PROCEEDINGS OF THE 13TH EAI INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING TECHNOLOGIES FOR HEALTHCARE (PERVASIVEHEALTH 2019). In International Conference on Pervasive Computing Technologies for Healthcare p.452-461
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A personalized virtual reality experience for relaxation therapy

Joris Heyse (UGent) , Thomas De Jonge, Maria Torres Vega (UGent) , Femke De Backere (UGent) and Filip De Turck (UGent)

(2019) 2019 ELEVENTH INTERNATIONAL CONFERENCE ON QUALITY OF MULTIMEDIA EXPERIENCE (QOMEX). In International Workshop on Quality of Multimedia Experience p.1-3
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Subset reasoning for event-based systems

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

(2019) IEEE ACCESS. 7. p.107533-107549
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Logging mechanism for cross-organizational collaborations using Hyperledger Fabric

Laurens Van Hoye (UGent) , Pieter-Jan Maenhaut, Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2019) 2019 IEEE INTERNATIONAL CONFERENCE ON BLOCKCHAIN AND CRYPTOCURRENCY (ICBC). p.352-359
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A framework for qualitative communications using big packet protocol

R. Li, K. Makhijani, H. Yousefi, C. Westphal, L. Dong, Tim Wauters (UGent) and Filip De Turck (UGent)

(2019) NEAT'19: PROCEEDINGS OF THE 2019 ACM SIGCOMM WORKSHOP ON NETWORKING FOR EMERGING APPLICATIONS AND TECHNOLOGIES. p.22-28
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Efficient allocation of elastic interfederation encrypted streaming sessions

José Rafael Xavier Dos Santos, Lisandro Zambenedetti Granville, Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2019) INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT. 29(4).
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Towards optimizing hospital patient transports by automatically identifying interpretable causes of delays

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

(2019) INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING. 29(6). p.819-847
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Towards network-aware resource provisioning in Kubernetes for Fog computing applications

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

(2019) PROCEEDINGS OF THE 2019 IEEE CONFERENCE ON NETWORK SOFTWARIZATION (NETSOFT 2019). p.351-359
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Resource provisioning in fog computing : from theory to practice

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

(2019) SENSORS. 19(10). p.1-25
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QoE-centric network-assisted delivery of adaptive video streaming services

Stefano Petrangeli (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2019) 2019 IFIP/IEEE SYMPOSIUM ON INTEGRATED NETWORK AND SERVICE MANAGEMENT (IM). p.683-688
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Pro-active positioning of a social robot intervening upon behavioral disturbances of persons with dementia in a smart nursing home

Johannes Nauta (UGent) , Christof Mahieu (UGent) , Christophe Michiels, Femke Ongenae (UGent) , Femke De Backere (UGent) , Filip De Turck (UGent) , Yara Khaluf (UGent) and Pieter Simoens (UGent)

(2019) COGNITIVE SYSTEMS RESEARCH. 57. p.160-174
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Unifying data and replica placement for data-intensive services in geographically distributed clouds

Ankita Atrey (UGent) , Gregory Van Seghbroeck (UGent) , Higinio Mora, Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2019) CLOSER: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND SERVICES SCIENCE. p.25-36
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Optimizing adaptive tile-based virtual reality video streaming

Jeroen van der Hooft (UGent) , Maria Torres Vega (UGent) , Stefano Petrangeli (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2019) 2019 IFIP/IEEE SYMPOSIUM ON INTEGRATED NETWORK AND SERVICE MANAGEMENT (IM). p.381-387
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Quality assessment for adaptive virtual reality video streaming : a probabilistic approach on the user’s gaze

Jeroen van der Hooft (UGent) , Maria Torres Vega (UGent) , Stefano Petrangeli (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2019) PROCEEDINGS OF THE 2019 22ND CONFERENCE ON INNOVATION IN CLOUDS, INTERNET AND NETWORKS AND WORKSHOPS (ICIN). In Conference on Innovations in Clouds Internet and Networks p.19-24
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Data mining in the development of mobile health apps : assessing in-app navigation through Markov chain analysis

Jeroen Stragier (UGent) , Gilles Vandewiele (UGent) , Paulien Coppens, Femke Ongenae (UGent) , Wendy Van den Broeck, Filip De Turck (UGent) and Lieven De Marez (UGent)

(2019) JOURNAL OF MEDICAL INTERNET RESEARCH. 21(6).
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A scalable WebRTC-based framework for remote video collaboration applications

Stefano Petrangeli (UGent) , Dries Pauwels, Jeroen van der Hooft (UGent) , Matúš Žiak, Jürgen Slowack (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2019) MULTIMEDIA TOOLS AND APPLICATIONS. 78(6). p.7419-7452
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An experimental evaluation of flow setup latency in distributed software defined networks

Hemanth Kumar Ravuri (UGent) , Maria Torres Vega (UGent) , Tim Wauters (UGent) , B. Da, A. Clemm and Filip De Turck (UGent)

(2019) PROCEEDINGS OF THE 2019 IEEE CONFERENCE ON NETWORK SOFTWARIZATION (NETSOFT 2019). p.432-437
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FUSE : a microservice approach to cross-domain federation using docker containers

Tom Goethals (UGent) , Sarah Kerkhove (UGent) , Laurens Van Hoye (UGent) , Merlijn Sebrechts (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2019) CLOSER: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND SERVICES SCIENCE. p.90-99
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Automatic view selection for distributed dimensional data

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

(2019) PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INTERNET OF THINGS, BIG DATA AND SECURITY (IOTBDS 2019). p.17-28
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Efficient resource management in the cloud : from simulation to experimental validation using a low-cost Raspberry Pi testbed

Pieter-Jan Maenhaut, Bruno Volckaert (UGent) , Veerle Ongenae (UGent) and Filip De Turck (UGent)

(2019) SOFTWARE-PRACTICE & EXPERIENCE. 49(3). p.449-477

INK: knowledge graph embeddings for node classification

Towards model generalization for intrusion detection : unsupervised machine learning techniques

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

A scalable hierarchically distributed architecture for next-generation applications

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

Towards low-latency service delivery in a continuum of virtual resources : state-of-the-art and research directions

Efficient orchestration of service chains in fog computing for immersive media

Reinforcement learning for service function chain allocation in fog computing

Service relationship orchestration : lessons learned from running large scale smart city platforms on Kubernetes

Demonstrator for experimental evaluation of large-scale distributed SDN deployments

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

Walk extraction strategies for node embeddings with RDF2Vec in knowledge graphs

Investigating the influence of personalised gamification on mobile survey user experience

Live demonstration of a highly scalable fog service orchestrator

Towards an evaluation framework for expressive stream reasoning

Prioritized deployment of dynamic service function chains

A full- and no-reference metrics accuracy analysis for volumetric media streaming

UAVs-as-a-service : cloud-based remote application management for drones

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

Resource provisioning in fog computing through deep reinforcement learning

Design and evaluation of a scalable Internet of Things backend for smart ports

GENDIS : genetic discovery of shapelets

Self-organizing fog support services for responsive edge computing

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

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

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

Towards distributed emergency flow prioritization in software-defined networks

From 2D to next generation VR/AR videos : enabling efficient streaming via QoE-aware mobile networks

Unsupervised anomaly detection for communication networks : an autoencoder approach

MINDWALC : mining interpretable, discriminative walks for classification of nodes in a knowledge graph

UnifyDR : a generic framework for unifying data and replica placement

Unsupervised machine learning techniques for network intrusion detection on modern data

From capturing to rendering : volumetric media delivery with six degrees of freedom

Context-aware route planning : a personalized and situation-aware multi-modal transport routing approach

Efficient application deployment in fog-enabled infrastructures

Clinical information extraction for preterm birth risk prediction

Facilitating the analysis of COVID-19 literature through a knowledge graph

On routing scalability in flat SDN architectures

Inter-dataset generalization strength of supervised machine learning methods for intrusion detection

A low-complexity psychometric curve-fitting approach for the objective quality assessment of streamed game videos

A personalised emotion-based model for relaxation in virtual reality

Conditional constraints for knowledge graph embeddings

Trustful ad hoc cross-organizational data exchanges based on the Hyperledger Fabric framework

Immersive interconnected virtual and augmented reality : a 5G and IoT perspective

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

Live demonstration of service function chaining allocation in Fog Computing

Preemptive resource provisioning for container-based audio/video encrypted collaboration applications

Distributed continuous home care provisioning through personalized monitoring & treatment planning

Human-centric quality management of immersive multimedia applications

Objective and subjective QoE evaluation for adaptive point cloud streaming

Explora : interactive querying of multidimensional data in the context of smart cities

Adaptive fog service placement for real-time topology changes in Kubernetes clusters

Toward truly immersive holographic-type ccommunication : challenges and solutions

A generalized matrix profile framework with support for contextual series analysis

Towards delay-aware container-based Service Function Chaining in Fog Computing

Empowering children with ASD and their parents : design of a serious game for anxiety and stress reduction

A workload‑driven approach for view selection in large dimensional datasets

On the design and development of emulation platforms for NFV-based infrastructures

Pluggable SDN framework for managing heterogeneous SDN networks

Resource management in a containerized cloud : status and challenges

FLEDGE: Kubernetes compatible container orchestration on low-resource edge devices

Towards 6DoF virtual reality video streaming : status and challenges

DIVIDE : adaptive context-aware query derivation for IoT data streams

Tile-based adaptive streaming for virtual reality video

Dissecting the performance of VR video streaming through the VR-EXP experimentation platform

Towards 6DoF HTTP adaptive streaming through point cloud compression

Classification hardness for supervised learners on 20 years of intrusion detection data

In-depth comparative evaluation of supervised machine learning approaches for detection of cybersecurity threats

Continuous athlete monitoring in challenging cycling environments using IoT technologiesis

Enabling emergency flow prioritization in SDN networks

C-Sprite : efficient hierarchical reasoning for rapid RDF stream processing

Scalability evaluation of VPN technologies for secure container networking

Demonstration of a stream reasoning platform on low-end devices to enable personalized real-time cycling feedback

A critical look at studies applying over-sampling on the TPEHGDB dataset

Time-to-birth prediction models and the influence of expert opinions

Inducing a decision tree with discriminative paths to classify entities in a knowledge graph

SpeCH : a scalable framework for data placement of data-intensive services in geo-distributed clouds

Design of an ontology for decision support in VR exposure therapy

Exploring New York in 8K : an adaptive tile-based virtual reality video streaming experience

Contextual bandit learning-based viewport prediction for 360 video