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Filip De Turck

Filip De Turck

D-Index & Metrics

Computer Science

D-Index
61
Citations
18338
World Ranking
3025
National Ranking
27

Research.com Recognitions

  • 2021 - IEEE Fellow For contributions to network resource management and adaptive service delivery

Overview

Filip De Turck is affiliated with Ghent University in Belgium and has contributed extensively to the field of computer science, with a particular focus on computer networks and communications. Their research spans several subfields, including artificial intelligence, information systems, computer vision and pattern recognition, and signal processing.

The scientist's publication record includes work in prominent venues such as the Journal of Network and Systems Management, arXiv (Cornell University), IEEE Transactions on Network and Service Management, IEEE Communications Magazine, and IEEE Access.

Key areas of research include:

  • IoT and Edge/Fog Computing
  • Software-Defined Networks and 5G
  • Cloud Computing and Resource Management
  • Network Security and Intrusion Detection
  • Image and Video Quality Assessment
  • Anomaly Detection Techniques and Applications
  • Software System Performance and Reliability

Filip De Turck has co-authored numerous papers with frequent collaborators such as Bruno Volckaert, Tim Wauters, Femke Ongenae, Maria Torres Vega, and Bram Steenwinckel.

Recent notable publications include:

  • "Toward Truly Immersive Holographic-Type Communication: Challenges and Solutions," 2020, IEEE Communications Magazine
  • "Towards Model Generalization for Intrusion Detection: Unsupervised Machine Learning Techniques," 2021, Journal of Network and Systems Management
  • "Empowering Children with ASD and Their Parents: Design of a Serious Game for Anxiety and Stress Reduction," 2020, Sensors
  • "Immersive Interconnected Virtual and Augmented Reality: A 5G and IoT Perspective," 2020, Journal of Network and Systems Management
  • "FLAGS: A methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning," 2020, Future Generation Computer Systems

In 2021, Filip De Turck was named an IEEE Fellow for contributions to network resource management and adaptive service delivery.

Best Publications

  • Network Function Virtualization: State-of-the-Art and Research Challenges

    Rashid Mijumbi;Joan Serrat;Juan-Luis Gorricho;Niels Bouten

  • #Exploration: a study of count-based exploration for deep reinforcement learning

    Haoran Tang;Rein Houthooft;Davis Foote;Adam Stooke

  • VNF-P: A model for efficient placement of virtualized network functions

    Hendrik Moens;Filip De Turck

  • VIME: Variational Information Maximizing Exploration

    Rein Houthooft;Xi Chen;Yan Duan;John Schulman

  • Cloudlets: bringing the cloud to the mobile user

    Tim Verbelen;Pieter Simoens;Filip De Turck;Bart Dhoedt

  • Optimizing smart energy control strategies for plug-in hybrid electric vehicle charging

    Kevin Mets;Tom Verschueren;Wouter Haerick;Chris Develder

  • Design and evaluation of algorithms for mapping and scheduling of virtual network functions

    Rashid Mijumbi;Joan Serrat;Juan-Luis Gorricho;Niels Bouten

  • HTTP/2-Based Adaptive Streaming of HEVC Video Over 4G/LTE Networks

    Jeroen van der Hooft;Stefano Petrangeli;Tim Wauters;Rafael Huysegems

  • Dimensioning of survivable WDM networks

    B. Van Caenegem;W. Van Parys;F. De Turck;P.M. Demeester

  • Access/edge node supporting multiple video streaming services using a single request protocol

    Erwin Alfons Constant Six;Tom Van Caenegem;Wim Van De Meerssche;Filip De Turck

  • Impact of real-time electronic alerting of acute kidney injury on therapeutic intervention and progression of RIFLE class.

    Kirsten Colpaert;Eric A. Hoste;Kristof Steurbaut;Dominique Benoit

  • Optical Networks for Grid and Cloud Computing Applications

    C. Develder;M. De Leenheer;B. Dhoedt;M. Pickavet

  • Toward Truly Immersive Holographic-Type Communication: Challenges and Solutions

    Alexander Clemm;Maria Torres Vega;Hemanth Kumar Ravuri;Tim Wauters

  • An HTTP/2-Based Adaptive Streaming Framework for 360° Virtual Reality Videos

    Stefano Petrangeli;Viswanathan Swaminathan;Mohammad Hosseini;Filip De Turck

  • QoE-Driven Rate Adaptation Heuristic for Fair Adaptive Video Streaming

    Stefano Petrangeli;Jeroen Famaey;Maxim Claeys;Steven Latré

  • Design and Evaluation of a Self-Learning HTTP Adaptive Video Streaming Client

    Maxim Claeys;Steven Latre;Jeroen Famaey;Filip De Turck

  • Towards Network-Aware Resource Provisioning in Kubernetes for Fog Computing Applications

    Jose Santos;Tim Wauters;Bruno Volckaert;Filip De Turck

  • Blind Kriging: Implementation and performance analysis

    I. Couckuyt;A. Forrester;D. Gorissen;F. De Turck

  • Adaptive Task Checkpointing and Replication: Toward Efficient Fault-Tolerant Grids

    M. Chtepen;F.H.A. Claeys;B. Dhoedt;F. De Turck

  • Embedded Real-Time Object Detection for a UAV Warning System

    Nils Tijtgat;Wiebe Van Ranst;Bruno Volckaert;Toon Goedeme

  • OPTICAL CONTROL PLANE FOR GRID NETWORKS

    Marc De Leenheer;Pieter Thysebaert;Bruno Volckaert;Filip De Turck

Frequent Co-Authors

Bart Dhoedt
Bart Dhoedt Ghent University
Piet Demeester
Piet Demeester Ghent University
Jeroen Famaey
Jeroen Famaey University of Antwerp
Steven Latre
Steven Latre University of Antwerp
Chris Develder
Chris Develder Ghent University
Tom Dhaene
Tom Dhaene Ghent University
Ingrid Moerman
Ingrid Moerman Ghent University
Joan Serrat
Joan Serrat Universitat Politècnica de Catalunya
Didier Colle
Didier Colle Ghent University
Rik Van de Walle
Rik Van de Walle Ghent University

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