Research Explorer

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Researcher

Bruno Volckaert

Awards & Distinctions

218 Results

2025

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

José Pedro Pereira dos SantosE. ReppasTim WautersBruno VolckaertFilip De Turck

Cyber-physical WebAssembly: Secure Hardware Interfaces and Pluggable Drivers

Michiel Van KenhoveMaximilian SeidlerFriedrich VandenbergheWarre DujardinWouter HennenArne VogelMerlijn SebrechtsTom GoethalsFilip De TurckBruno Volckaert

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

José Pedro Pereira dos SantosEfstratios ReppasTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

2024

A multiobjective metaheuristic-based container consolidation model for cloud application performance improvement

Vincent BrackeJosé Pedro Pereira dos SantosTim WautersFilip De TurckBruno Volckaert

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

ChronosGuard : a hierarchical machine learning intrusion detection system for modern clouds

Miel VerkerkenJosé Pedro Pereira dos SantosLaurens D'hoogeTim WautersBruno VolckaertFilip De Turck

Context-aware machine learning for scalable IoT data analytics and visualization using semantic web technologies

Pieter MoensSofie Van HoeckeBruno Volckaert

Feather : lightweight container alternatives for deploying workloads in the edge

Tom GoethalsMaxim De ClercqMerlijn SebrechtsFilip De TurckBruno Volckaert

Federated deep Q-learning networks for service-based anomaly detection and classification in edge-to-cloud ecosystems

Mays AL-NadayVlad DobreMartin ReedSalman ToorBruno VolckaertFilip De Turck

A1 Journal Article in ANNALS OF TELECOMMUNICATIONS

Improving generalization of ML-based IDS with lifecycle-based dataset, auto-learning features, and deep learning

Didik SudyanaYing-Dar LinMiel VerkerkenRen-Hung HwangYuan-Cheng LaiLaurens D'hoogeTim WautersBruno VolckaertFilip De Turck

A2 Journal Article in IEEE TRANSACTIONS ON MACHINE LEARNING IN COMMUNICATIONS AND NETWORKING

Quality analysis in IDS dataset : impact on model generalization

Didik SudyanaMiel VerkerkenLaurens D'hoogeYing-Dar LinRen-Hung HwangYuan-Cheng LaiFietyata YudhaTim WautersBruno VolckaertFilip De Turck

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

Vicky VandenbosscheMichiel Van KenhoveNoeska SmitWouter WillaertFilip De TurckBruno VolckaertMartin ValckeEmmanuel Audenaert

A2 Journal Article in JOURNAL OF VISUAL COMMUNICATION IN MEDICINE

Trusting the cloud-native edge : remotely attested Kubernetes workers

Ing. Jordi ThijsmanMerlijn SebrechtsFilip De TurckBruno Volckaert

Warrens : decentralized connectionless tunnels for edge container networks

Tom GoethalsMays Al-NadayBruno VolckaertFilip De Turck

A1 Journal Article in IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT

2023

A novel multi-stage approach for hierarchical intrusion detection

Miel VerkerkenLaurens D'hoogeDidik SudyanaYing-Dar LinTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT

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

Laurens D'hoogeMiel VerkerkenTim WautersFilip De TurckBruno Volckaert

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

Laurens D'hoogeMiel VerkerkenTim WautersFilip De TurckBruno Volckaert

A2 Journal Article in JOURNAL OF CYBERSECURITY AND PRIVACY

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

Michiel Van KenhoveMerlijn SebrechtsFilip De TurckBruno Volckaert

Discovery and characterization of flaws in machine-learned network intrusion detection systems and data sets

Laurens D'hoogeFilip De TurckBruno Volckaert

Edge anomaly detection framework for AIOps in Cloud and IoT

Pieter MoensBavo AndriessenMerlijn SebrechtsBruno VolckaertSofie Van Hoecke

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

Laurens Van HoyeTim WautersFilip De TurckBruno Volckaert

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

Federated scheduling of fog-native applications over multi-domain edge-to-cloud ecosystem

Mays AL-NadayVasileios KaragiannisTom De BlockBruno Volckaert

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

Laurens D'hoogeMiel VerkerkenTim WautersFilip De TurckBruno Volckaert

A1 Journal Article in SENSORS

MOZAIK : an end-to-end secure data sharing platform

Aysajan AbidinEnzo MarquetJerico MoeyersonsXhulio LimaniErik PohleMichiel Van KenhoveJohann M. Marquez-BarjaNina Slamnik-KriještoracBruno Volckaert

Online dynamic container rescheduling for improved application service time

Vincent BrackeGillis WerrebrouckJosé Pedro Pereira dos SantosTim WautersFilip De TurckBruno Volckaert

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

Performance impact of queue sorting in container-based application scheduling

José Pedro Pereira dos SantosMiel VerkerkenLaurens D'hoogeTim WautersBruno VolckaertFilip De Turck

Real-time estimation and monitoring of COVID-19 aerosol transmission risk in office buildings

Jelle VanhaeverbekeEmiel DeprostPieter BonteMatthias StrobbeJelle NelisBruno VolckaertFemke OngenaeSteven VerstocktSofie Van Hoecke

A1 Journal Article in SENSORS

Secure key management for multi-party computation in MOZAIK

Enzo MarqueJerico MoeyersonsErik PohleMichiel Van KenhoveAysajan AbidinBruno Volckaert

Service-based federated deep reinforcement learning for anomaly detection in fog ecosystems

Mays AL-NadayMartin ReedVlad DobreSalman ToorBruno VolckaertFilip De Turck

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

Mays AL-NadayNikolaos ThomosJiejun HuBruno VolckaertFilip De TurckMartin J. Reed

A1 Journal Article in IEEE TRANSACTIONS ON SERVICES COMPUTING

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

Yuan-Cheng LaiDidik SudyanaYing-Dar LinMiel VerkerkenLaurens D'hoogeTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT

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

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

2022

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

Tom GoethalsMerlijn SebrechtsMays Al-NadayBruno VolckaertFilip De Turck

A geometric approach to real-time quality of experience prediction in volatile edge networks

Tom GoethalsBruno VolckaertFilip De Turck

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

Laurens Van HoyeTim WautersFilip De TurckBruno Volckaert

A1 Journal Article in INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT

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

Merlijn SebrechtsTim RamlotSander BornyTom GoethalsBruno VolckaertFilip De Turck

Collaborative compositions : facilitating service orchestration from cloud to edge

Merlijn SebrechtsFilip De TurckBruno Volckaert

Context-aware visualization recommendations reduce decision overload for operators

Pieter MoensBruno VolckaertSofie Van Hoecke

Discovering non-metadata contaminant features in intrusion detection datasets

Laurens D'hoogeMiel VerkerkenTim WautersBruno VolckaertFilip De Turck

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

Laurens D'hoogeMiel VerkerkenBruno VolckaertTim WautersFilip De Turck

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

Leandro Ordonez AnteJeroen van der HooftTim WautersGregory Van SeghbroeckBruno VolckaertFilip De Turck

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

Extending Kubernetes clusters to low-resource edge devices using virtual Kubelets

Tom GoethalsFilip De TurckBruno Volckaert

A1 Journal Article in IEEE TRANSACTIONS ON CLOUD COMPUTING

Fixing the foundations : towards generalization for machine learning

Miel VerkerkenLaurens D'hoogeTim WautersBruno VolckaertFilip De Turck

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

Merlijn SebrechtsBruno VolckaertFilip De TurckKun YangMays Al-Naday

A1 Journal Article in IEEE COMMUNICATIONS MAGAZINE

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

Jerico MoeyersonsBrecht StamperBruno VolckaertFilip De Turck

Intent-based decentralized orchestration for green energy-aware provisioning of fog-native workflows

Mays Al-NadayTom GoethalsBruno Volckaert

Mitigating potential trust issues in ad hoc collaborations

Laurens Van HoyeFilip De TurckBruno Volckaert

NFV anomaly detection : case study through a security module

Lucas BondanTim WautersBruno VolckaertFilip De TurckLisandro Zambenedetti Granville

A1 Journal Article in IEEE COMMUNICATIONS MAGAZINE

Scalable and flexible low-resource service orchestration for enabling smart cities

Tom GoethalsFilip De TurckBruno Volckaert

Solid web monetization

Merlijn SebrechtsTom GoethalsThomas DupontWannes KerckhoveRuben TaelmanFilip De TurckBruno Volckaert

The importance of establishing baselines in ML classification tasks

Laurens D'hoogeTim WautersBruno VolckaertFilip De Turck

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

Jerico MoeyersonsSarah KerkhoveTim WautersFilip De TurckBruno Volckaert

A1 Journal Article in SOFTWARE-PRACTICE & EXPERIENCE

Towards model generalization for intrusion detection : unsupervised machine learning techniques

Miel VerkerkenLaurens D'hoogeTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

UAVaaS : efficient management of network flows and cloud infrastructures for drone applications

Jerico MoeyersonsFilip De TurckBruno Volckaert

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

Mathias De BrouwerNicolas VandenbusscheBram SteenwinckelMarija StojchevskaJonas Van Der DoncktVic DegraeveJasper VaneessenFilip De TurckBruno VolckaertPaul Boon et al.

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

2021

A complete software stack for IoT time-series analysis that combines semantics and machine learning-lessons learned from the dyversify project

Dieter De PaepeSander Vanden HautteBram SteenwinckelPieter MoensJasper VaneessenSteven VandekerckhoveBruno VolckaertFemke OngenaeSofie Van Hoecke

A1 Journal Article in APPLIED SCIENCES-BASEL

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

Vincent BrackeMerlijn SebrechtsBart MoonsJeroen HoebekeFilip De TurckBruno Volckaert

A1 Journal Article in SOFTWARE-PRACTICE & EXPERIENCE

Efficient orchestration of service chains in fog computing for immersive media

José Pedro Pereira dos SantosJeroen van der HooftMaria Torres VegaTim WautersBruno VolckaertFilip De Turck

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

Tom GoethalsBruno VolckaertFilip De Turck

A2 Journal Article in IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY

FLINT : flows for the Internet of Things

Bart MoonsMichiel AernoutsVincent BrackeBruno VolckaertJeroen Hoebeke

A1 Journal Article in APPLIED SCIENCES-BASEL

Hierarchical feature block ranking for data-efficient intrusion detection modeling

Laurens D'hoogeMiel VerkerkenTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in COMPUTER NETWORKS

Intrusion detection system based on integrated system calls graph and neural networks

F. J. Mora-GimenoH. Mora-MoraBruno VolckaertAnkita Atrey

A1 Journal Article in IEEE ACCESS

Live demonstration of a highly scalable fog service orchestrator

Tom GoethalsFilip De TurckBruno Volckaert

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

Yuan-Cheng LaiDidik SudyanaYing-Dar LinMiel VerkerkenLaurens D'hoogeTim WautersBruno VolckaertFilip De Turck

Prioritized deployment of dynamic service function chains

Behrooz FarkianiBahador BakhshiS. Ali MirHassaniTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in IEEE-ACM TRANSACTIONS ON NETWORKING

Reinforcement learning for service function chain allocation in fog computing

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

Bookchapter in Communication networks and service management in the era of artificial intelligence and machine learning

Resource provisioning in fog computing through deep reinforcement learning

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

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

José Pedro Pereira dos SantosJeroen van der HooftMaria Torres VegaTim WautersBruno VolckaertFilip De Turck

Self-organizing fog support services for responsive edge computing

Tom GoethalsFilip De TurckBruno Volckaert

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

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

Merlijn SebrechtsSander BornyTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in IEEE ACCESS

Towards distributed emergency flow prioritization in software-defined networks

Jerico MoeyersonsBehrooz FarkianiTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT

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

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

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

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in IEEE COMMUNICATIONS SURVEYS AND TUTORIALS

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

Jerico MoeyersonsMartijn GevaertKarl-Erik RéculéBruno VolckaertFilip De Turck

2020

A novel Edge-to-Cloud-as-a-Service (E2CaaS) model for building software services in smart cities

Jaro RobberechtsAmir SinaeepourfardTom GoethalsBruno Volckaert

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

Leandro Ordonez AnteGregory Van SeghbroeckTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

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

Tom GoethalsBruno VolckaertFilip De Turck

Efficient application deployment in fog-enabled infrastructures

L.N. VijouyehM. SabaeiJosé Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

Efficient cloud resource provisioning for audio/video collaboration applications

José Rafael Xavier Dos SantosFilip De TurckBruno Volckaert

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

Leandro Ordonez AnteGregory Van SeghbroeckTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in SENSORS

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

Tom GoethalsFilip De TurckBruno Volckaert

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

Laurens D'hoogeTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in JOURNAL OF INFORMATION SECURITY AND APPLICATIONS

Live demonstration of service function chaining allocation in Fog Computing

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

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

Tom GoethalsFilip De TurckBruno Volckaert

A1 Journal Article in JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS

Pluggable SDN framework for managing heterogeneous SDN networks

Jerico MoeyersonsPieter-Jan MaenhautFilip De TurckBruno Volckaert

A1 Journal Article in INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT

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

José Rafael Xavier Dos SantosLisandro Zambenedetti GranvilleFilip De TurckBruno Volckaert

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

Resource management in a containerized cloud : status and challenges

Pieter-Jan MaenhautBruno VolckaertVeerle OngenaeFilip De Turck

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

Scalable fleet monitoring and visualization for smart machine maintenance and industrial IoT applications

Pieter MoensVincent BrackeColin SoeteSander Vanden HautteDiego Nieves AvendanoTed OoijevaarSteven DevosBruno VolckaertSofie Van Hoecke

A1 Journal Article in SENSORS

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

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

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

Laurens Van HoyeTim WautersFilip De TurckBruno Volckaert

A1 Journal Article in INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT

UnifyDR : a generic framework for unifying data and replica placement

Ankita AtreyGregory Van SeghbroeckHiginio MoraBruno VolckaertFilip De Turck

A1 Journal Article in IEEE ACCESS

Unsupervised machine learning techniques for network intrusion detection on modern data

Miel VerkerkenLaurens D'hoogeTim WautersBruno VolckaertFilip De Turck

2019

Automatic view selection for distributed dimensional data

Leandro Ordonez AnteGregory Van SeghbroeckTim WautersBruno VolckaertFilip De Turck

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

Laurens D'hoogeTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in IEEE ACCESS

Efficient allocation of elastic interfederation encrypted streaming sessions

José Rafael Xavier Dos SantosLisandro Zambenedetti GranvilleFilip De TurckBruno Volckaert

A1 Journal Article in INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT

Efficient resource management in a multi-tenant cloud environment

Pieter-Jan MaenhautFilip De TurckBruno Volckaert

Efficient resource management in the cloud : from simulation to experimental validation using a low-cost Raspberry Pi testbed

Pieter-Jan MaenhautBruno VolckaertVeerle OngenaeFilip De Turck

A1 Journal Article in SOFTWARE-PRACTICE & EXPERIENCE

Enabling emergency flow prioritization in SDN networks

Jerico MoeyersonsBehrooz FarkianiB. BakhshiS. A. MirhassaniTim WautersBruno VolckaertFilip De Turck

FUSE : a microservice approach to cross-domain federation using docker containers

Tom GoethalsSarah KerkhoveLaurens Van HoyeMerlijn SebrechtsFilip De TurckBruno Volckaert

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

Laurens D'hoogeTim WautersBruno VolckaertFilip De Turck

Logging mechanism for cross-organizational collaborations using Hyperledger Fabric

Laurens Van HoyePieter-Jan MaenhautTim WautersBruno VolckaertFilip De Turck

Multilayer architecture model for mobile cloud computing paradigm

Higinio MoraFrancisco J. Mora GimenoMaria Teresa Signes-PontBruno Volckaert

A1 Journal Article in COMPLEXITY

Pluggable drone imaging analysis framework for mob detection during open-air events

Jerico MoeyersonsBrecht VerhoevePieter-Jan MaenhautBruno VolckaertFilip De Turck

Resource provisioning in fog computing : from theory to practice

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in SENSORS

Scalability evaluation of VPN technologies for secure container networking

Tom GoethalsSarah KerkhoveBruno VolckaertFilip De Turck

Smart machine maintenance enabled by a condition monitoring living lab

T. H. OoijevaarK. PichlerY. DiS. DevosBruno VolckaertSofie Van HoeckeC. Hesch

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

Ankita AtreyGregory Van SeghbroeckHiginio MoraFilip De TurckBruno Volckaert

A1 Journal Article in JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Towards network-aware resource provisioning in Kubernetes for Fog computing applications

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

Unifying data and replica placement for data-intensive services in geographically distributed clouds

Ankita AtreyGregory Van SeghbroeckHiginio MoraFilip De TurckBruno Volckaert

2018

A flexible, reliable, and adaptive timeslot-based advance bandwidth-reservation mechanism for media delivery services

Maryam BarshanHendrik MoensBruno VolckaertFilip De Turck

A1 Journal Article in INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT

A secure multi-tier mobile edge computing model for data processing offloading based on degree of trust

Francisco Jose Mora-GimenoHiginio Mora-MoraDiego Marcos-JorqueraBruno Volckaert

A1 Journal Article in SENSORS

Aiding first incident responders using a decision support system based on live drone feeds

Jerico MoeyersonsPieter-Jan MaenhautFilip De TurckBruno Volckaert

Anomaly detection for Smart City applications over 5G low power wide area networks

José Pedro Pereira dos SantosPhilip LerouxTim WautersBruno VolckaertFilip De Turck

BRAHMA(+): A Framework for Resource Scaling of Streaming and ASAP Time-Varying Workflows

Ankita AtreyGregory Van SeghbroeckBruno VolckaertFilip De Turck

A1 Journal Article in IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT

Beyond generic lifecycles : reusable modeling of custom-fit management workflows for cloud applications

Merlijn SebrechtsCory JohnsGregory Van SeghbroeckTim WautersBruno VolckaertFilip De Turck

City of things : enabling resource provisioning in smart cities

José Pedro Pereira dos SantosThomas VanhoveMerlijn SebrechtsThomas DupontWannes KerckhoveBart BraemGregory Van SeghbroeckTim WautersPhilip LerouxSteven Latré et al.

A1 Journal Article in IEEE COMMUNICATIONS MAGAZINE

Deployment of IoT edge and fog computing technologies to develop smart building services

Francisco-Javier Ferrandez-PastorHiginio MoraAntonio Jimeno-MorenillaBruno Volckaert

A1 Journal Article in SUSTAINABILITY

Fog computing : enabling the management and orchestration of smart city applications in 5G networks

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in ENTROPY

Orchestrator conversation : distributed management of cloud applications

Merlijn SebrechtsGregory Van SeghbroeckTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT

Scalable data placement of data-intensive services in geo-distributed clouds

Ankita AtreyGregory Van SeghbroeckBruno VolckaertFilip De Turck

Scalable distributed traffic monitoring for enterprise networks with Spark Streaming

Andres Felipe Ocampo PalacioTim WautersBruno VolckaertFilip De Turck

Scheduling framework for distributed intrusion detection systems over heterogeneous network architectures

Jose Francisco ColomDavid GilHiginio MoraBruno VolckaertAntonio Manuel Jimeno

A1 Journal Article in JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Towards dynamic fog resource provisioning for smart city applications

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

Unikernels vs containers : an in-depth benchmarking study in the context of microservice applications

Tom GoethalsMerlijn SebrechtsAnkita AtreyBruno VolckaertFilip De Turck

2017

A dynamic Tenant-Defined Storage system for efficient resource management in cloud applications

Pieter-Jan MaenhautHendrik MoensBruno VolckaertVeerle OngenaeFilip De Turck

A1 Journal Article in JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

A framework for SFC integrity in NFV environments

Lucas BondanTim WautersBruno VolckaertFilip De TurckL.Z. Granville

Algorithms for network-aware application component placement for cloud resource allocation

Maryam BarshanHendrik MoensSteven LatréBruno VolckaertFilip De Turck

A1 Journal Article in JOURNAL OF COMMUNICATIONS AND NETWORKS

An optimized resilient advance bandwidth scheduling for media delivery services

Maryam BarshanHendrik MoensBruno VolckaertFilip De Turck

Anomaly detection framework for SFC integrity in NFV environments

Lucas BondanTim WautersBruno VolckaertFilip De TurckLisandro Zambenedetti Granville

Attributing recognised activities in multi-person households using ontology-based finite state machines

Stijn VerstichelT. TourwéJelle NelisN. Gonzalez-DeleitoE. TsiporkovaFemke OngenaeBruno Volckaert

Cloud Resource Allocation Algorithms for Elastic Media Collaboration Flows

Jose Rafael Xavier dos SantosHendrik MoensJurgen SlowackWim SandraSteven DelputteBruno VolckaertFilip De Turck

Cloud resource provisioning and bandwidth management in media-centric networks

Maryam BarshanFilip De TurckBruno Volckaert

Data transformation as a means towards dynamic data storage and polyglot persistence

Thomas VanhoveMerlijn SebrechtsGregory Van SeghbroeckTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT

Design and evaluation of a dual dynamic adaptive reservation approach in media production networks

Maryam BarshanHendrik MoensBruno VolckaertFilip De Turck

A1 Journal Article in JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Design and evaluation of a flexible advance bandwidth reservation algorithm for media production networks

Maryam BarshanHendrik MoensBruno VolckaertFilip De Turck

Dynamic data transformation for low latency querying in big data systems

Leandro Ordonez AnteThomas VanhoveGregory Van SeghbroeckTim WautersBruno VolckaertFilip De Turck

Elastic resource allocation algorithms for collaboration applications

José Rafael Xavier Dos SantosLisandro Zambenedetti GranvilleBruno VolckaertFilip De Turck

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

Embedded real-time object detection for a UAV warning system

Niels TijtgatW. Van RanstBruno VolckaertT. GoedemeFilip De Turck

RPiaaS : a raspberry Pi testbed for validation of cloud resource management strategies

Pieter-Jan MaenhautBruno VolckaertVeerle OngenaeFilip De Turck

Real-time hazard symbol detection and localization using UAV imagery

Niels TijtgatBruno VolckaertFilip De Turck

Resource Allocation Algorithms for Multicast Streaming in Elastic Cloud-Based Media Collaboration Services

José Rafael Xavier Dos SantosHendrik MoensBruno VolckaertFilip De Turck

Resource allocation in the Cloud: From simulation to experimental validation

Pieter-Jan MaenhautHendrik MoensBruno VolckaertVeerle OngenaeFilip De Turck

Resource provisioning for IoT application services in Smart Cities

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

Scalable software framework for real-time data processing in the railway environment

Stijn VerstichelWannes KerckhoveThomas DupontJ. BhattiD. Van Den WouweFilip De TurckBruno Volckaert

Bookchapter in Innovative applications of big data in the railway industry

2016

A comparative analysis of flexible and fixed size timeslots for advance bandwidth reservations in media production networks

Maryam BarshanHendrik MoensBruno VolckaertFilip De Turck

A scalable software framework for real-time data processing in the railway environment

Jabran BhattiDirk Van Den WouwerWannes KerckhoveThomas DupontBruno Volckaert

A simulation tool for evaluating the constraint-based allocation of storage resources for multi-tenant cloud applications

Pieter-Jan MaenhautHendrik MoensBruno VolckaertVeerle OngenaeFilip De Turck

Adaptive virtual machine allocation algorithms for cloud-hosted elastic media services

José Rafael Xavier Dos SantosHendrik MoensBruno VolckaertFilip De Turck

BRAHMA : an intelligent framework for automated scaling of streaming and deadline-critical workflows

Ankita AtreyHendrik MoensGregory Van SeghbroeckBruno VolckaertFilip De Turck

Comparing topology and stream based strategies for modeling service function chains

Hendrik MoensBruno Volckaert

Design and evaluation of automatic workflow scaling algorithms for multi-tenant SaaS

Ankita AtreyHendrik MoensGregory Van SeghbroeckBruno VolckaertFilip De Turck

Design of a dynamic adaptive reservation system in media production networks

Maryam BarshanHendrik MoensBruno VolckaertFilip De Turck

Design time validation for the correct execution of BPMN collaborations

Jonas AnseeuwGregory Van SeghbroeckBruno VolckaertFilip De Turck

Distributed service orchestration : eventually consistent cloud operation and integration

Merlijn SebrechtsThomas VanhoveGregory Van SeghbroeckTim WautersBruno VolckaertFilip De Turck

Dynamic adaptive advance bandwidth reservation in media production networks

Maryam BarshanHendrik MoensBruno Volckaert

Managing the synchronization in the Lambda architecture for optimized big data analysis

Thomas VanhoveGregory Van SeghbroeckTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in IEICE TRANSACTIONS ON COMMUNICATIONS

Model-driven deployment and management of workflows on analytics frameworks

Merlijn SebrechtsSander BornyThomas VanhoveGregory Van SeghbroeckTim WautersBruno VolckaertFilip De Turck

TRACK/RAILS : an application and content management framework for railway operators

Bruno VolckaertWannes KerckhoveThomas DupontFilip De TurckD. Van Den Wouwer

2015

BPMN extensions for decentralized execution and monitoring of business processes

Jonas AnseeuwGregory Van SeghbroeckBruno VolckaertFilip De Turck

Design and evaluation of elastic media resource allocation algorithms using CloudSim extensions

José Rafael Xavier Dos SantosHendrik MoensBruno VolckaertFilip De Turck

Design of a hierarchical software-defined storage system for data-intensive multi-tenant cloud applications

Pieter-Jan MaenhautHendrik MoensBruno VolckaertVeerle OngenaeFilip De Turck

LimeDS and the TraPIST project: a case study

Stijn VerstichelWannes KerckhoveThomas DupontBruno VolckaertFemke OngenaeFilip De TurckPiet Demeester

Single-path versus multi-path advance reservation in media production networks

Maryam BarshanHendrik MoensBruno VolckaertFilip De Turck

2013

Symbiotic service composition in distributed sensor networks

Tim De PauwBruno VolckaertAnna HristoskovaVeerle OngenaeFilip De Turck

A1 Journal Article in INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS

The WTE plus framework: automated construction and runtime adaptation of service mashups

Anna HristoskovaBruno VolckaertFilip De Turck

A1 Journal Article in AUTOMATED SOFTWARE ENGINEERING

2012

Design of a service oriented architecture for efficient resource allocation in media environments

Stein DesmetBruno VolckaertFilip De Turck

A1 Journal Article in FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE

Design of an autonomous software platform for future symbiotic service management

Tim De PauwNelson MatthysBruno VolckaertVeerle OngenaeSam MichielsFilip De Turck

SeCoA: autonomous semantic service composition algorithm in symbiotic networks

Tim De PauwBruno VolckaertVeerle OngenaeFilip De Turck

2011

An autonomous service-platform to support distributed ontology-based context-aware agents

Stijn VerstichelFemke OngenaeBruno VolckaertFilip De TurckBart DhoedtTom DhaenePiet Demeester

A1 Journal Article in EXPERT SYSTEMS

Context-aware scheduling of distributed DL-reasoning tasks in wireless sensor networks

Stijn VerstichelBruno VolckaertBart DhoedtPiet DemeesterFilip De Turck

A1 Journal Article in INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS

Framework managing the automated construction and runtime adaptation of service mashups

Anna HristoskovaBruno VolckaertFilip De Turck

Large-scale performance evaluation of e-homecare architectures using the WS-NS simulator

Sofie Van HoeckeBruno VolckaertBart DhoedtFilip De Turck

A1 Journal Article in METHODS OF INFORMATION IN MEDICINE

On the design of a flexible software platform for In-building OTT service provisioning

Tim De PauwBruno VolckaertFilip De TurckVeerle Ongenae

2010

Autonomous resource-aware scheduling of large-scale media workflows

Stein DesmetBruno VolckaertFilip De Turck

Design of a framework for automated service mashup creation and execution based on semantic reasoning

Anna HristoskovaBruno VolckaertFilip De TurckBart Dhoedt

Distributed ontology-based monitoring on the IBBT WiLab.t infrastructure

Stijn VerstichelEli De PoorterTim De PauwPieter BecueBruno VolckaertFilip De TurckIngrid MoermanPiet Demeester

Resource-aware scheduling of distributed ontological reasoning tasks in wireless sensor networks

Tim De PauwStijn VerstichelBruno VolckaertFilip De TurckVeerle Ongenae

Web service choreography conformance verification through the piX-model

Gregory Van SeghbroeckBruno VolckaertFilip De TurckBart DhoedtPiet Demeester

A1 Journal Article in INTERNATIONAL JOURNAL OF COOPERATIVE INFORMATION SYSTEMS

2009

Automated instantiation and extraction of web service choreographies

Gregory Van SeghbroeckBruno VolckaertFilip De TurckBart Dhoedt

Automating workflows with service oriented media applications

D Van der WekenS Van AsscheD ClabautStein DesmetBruno Volckaert

Dynamic composition of semantically annotated web services through QoS-aware HTN planning algorithms

Anna HristoskovaBruno VolckaertFilip De Turck

MediaGrid: Gridifying collaborative audiovisual organizations

Bruno VolckaertFilip De TurckBart DhoedtPiet Demeester

Message correlation in web services choreographies: a 4-phase validation method

Gregory Van SeghbroeckBruno VolckaertFilip De TurckBart Dhoedt

2008

Automating media processes in a Service Oriented Architecture

D Van der WekenStein DesmetB MuylaertS Van AsscheBruno Volckaert

Automating workflows in media production: building an infrastructure for a service oriented architecture with a Business Process Management system

Steven Van AsscheDietrich Van der WekenBjorn MuylaertStein DesmetBruno Volckaert

Context based selection of user generated content

Matthias StrobbeOlivier Van LaereBruno VolckaertFilip De TurckBart DhoedtPiet Demeester

Gridification of collaborative audiovisual organizations through the MediaGrid framework

Bruno VolckaertTim WautersMarc De LeenheerPieter ThysebaertFilip De TurckBart DhoedtPiet Demeester

A1 Journal Article in FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING THEORY METHODS AND APPLICATIONS

Scalable dimensioning of resilient Lambda Grids

Pieter ThysebaertMarc De LeenheerBruno VolckaertFilip De TurckBart DhoedtPiet Demeester

A1 Journal Article in FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING THEORY METHODS AND APPLICATIONS

2007

Design of a flexible platform for execution of medical decision support agents in the intensive care unit

Filip De TurckJohan DecruyenaerePieter ThysebaertSofie Van HoeckeBruno VolckaertCHRISTIAN DANNEELSKirsten ColpaertGeorges De Moor

A1 Journal Article in COMPUTERS IN BIOLOGY AND MEDICINE

Dimensioning and on-line scheduling in Lambda Grids using divisible load concepts

Pieter ThysebaertBruno VolckaertMarc De LeenheerFilip De TurckBart DhoedtPiet Demeester

A1 Journal Article in JOURNAL OF SUPERCOMPUTING

Network and service aware grid resource assignment

Bruno VolckaertPieter ThysebaertMarc De LeenheerFilip De TurckBart DhoedtPiet Demeester

Bookchapter in Grid technologies : emerging from distributed architectures to virtual organizations

Throughput evaluation of different enterprise service bus approaches

Stein DesmetBruno VolckaertS VAN ASSCHED VAN DER WEKENBart DhoedtFilip De Turck

2006

A view on enabling-consumer oriented grids through optical burst switching

Marc De LeenheerPieter ThysebaertBruno VolckaertFilip De TurckBart DhoedtPiet DemeesterD SIMEONIDOUR NEJABATIG ZERVASD KLONIDIS et al.

A1 Journal Article in IEEE COMMUNICATIONS MAGAZINE

Anycast algorithms supporting optical burst switched grid networks

Marc De LeenheerF FARAHMANDK LUT ZHANGPieter ThysebaertBruno VolckaertFilip De TurckBart DhoedtPiet DemeesterJ JUE

Flexible Grid service management through resource partitioning

Bruno VolckaertPieter ThysebaertMarc De LeenheerFilip De TurckBart DhoedtPiet Demeester

A1 Journal Article in JOURNAL OF SUPERCOMPUTING

Hybrid optical switching for data-intensive media grid applications

Jürgen BaertMarc De LeenheerBruno VolckaertTim WautersPieter ThysebaertFilip De TurckBart DhoedtPiet Demeester

Scalable dimensioning of optical transport networks for grid excess load handling

Pieter ThysebaertMarc De LeenheerBruno VolckaertFilip De TurckBart DhoedtPiet Demeester

A1 Journal Article in PHOTONIC NETWORK COMMUNICATIONS

2005

A distributed resource and network partitioning architecture for service grids

Bruno VolckaertPieter ThysebaertMarc De LeenheerFilip De TurckBart DhoedtPiet Demeester

A multi-layered approach to optical burst-switched based grids

F FarahmandMarc De LeenheerPieter ThysebaertBruno VolckaertFilip De TurckBart DhoedtPiet DemeesterJ JUE

A scalable and performant grid monitoring and information framework

Bruno VolckaertPieter ThysebaertMarc De LeenheerFilip De TurckBart DhoedtPiet Demeester

Anycast routing in optical burst switched grid networks

Marc De LeenheerF FarahmandPieter ThysebaertBruno VolckaertFilip De TurckBart DhoedtPiet DemeesterJ JUE

Resource partitioning algorithms in a programmable service grid architecture

Pieter ThysebaertBruno VolckaertMarc De LeenheerFilip De TurckBart DhoedtPiet Demeester

A1 Journal Article in Lecture Notes in Computer Science

Using divisible load theory to dimension optical transport networks for Grid excess load handling

Pieter ThysebaertMarc De LeenheerBruno VolckaertFilip De TurckBart DhoedtPiet Demeester

2004

A performance oriented Grid monitoring architecture

Stijn De SmetPieter ThysebaertBruno VolckaertFilip De TurckBart DhoedtPiet Demeester

An OBS-based grid architecture

Marc De LeenheerErik Van BreusegemPieter ThysebaertBruno VolckaertFilip De TurckBart DhoedtPiet DemeesterD SimeonidoutM O'MahoneyR Nejabati et al.

Application-specific hints in reconfigurable grid scheduling algorithms

Bruno VolckaertPieter ThysebaertFilip De TurckBart DhoedtPiet Demeester

A1 Journal Article in Lecture Notes in Computer Science

Evaluation of a job admission algorithm for bandwidth constrained grids

Marc De LeenheerPieter ThysebaertBruno VolckaertFilip De TurckBart DhoedtPiet Demeester

Evaluation of grid scheduling strategies through NSGrid: a network-aware grid simulator

Pieter ThysebaertBruno VolckaertFilip De TurckBart DhoedtPiet Demeester

A2 Journal Article in Neural, parallel & scientific computations

Grid computing: the next network challenge!

Bruno VolckaertPieter ThysebaertMarc De LeenheerFilip De TurckBart DhoedtPiet Demeester

A1 Journal Article in JOURNAL OF THE COMMUNICATIONS NETWORK

Grid scheduling and dimensioning using divisible load theory

Pieter ThysebaertBruno VolckaertFilip De TurckBart DhoedtPiet Demeester

Network aspects of grid scheduling algorithms

Pieter ThysebaertBruno VolckaertFilip De TurckBart DhoedtPiet Demeester

Network aware scheduling in grids

Bruno VolckaertPieter ThysebaertMarc De LeenheerFilip De TurckBart DhoedtPiet Demeester

On the use of NSGrid for accurate grid schedule evaluation

Bruno VolckaertPieter ThysebaertMarc De LeenheerFilip De TurckBart DhoedtPiet Demeester

Optimal burst switching for consumer Grids

Marc De LeenheerErik Van BreusegemJan CheynsPieter ThysebaertBruno VolckaertFilip De TurckPiet Demeester

2003

Evaluation of grid scheduling strategies through a network-aware grid simulator

Bruno VolckaertPieter ThysebaertFilip De TurckPiet DemeesterBart Dhoedt

Evaluation of grid scheduling strategies through a network-aware grid simulator

Bruno VolckaertPieter ThysebaertFilip De TurckPiet DemeesterBart Dhoedt

2002

A generic middleware-based platform for scalable cluster computing.

Filip De TurckStefaan VanhastelBruno VolckaertPiet Demeester

A1 Journal Article in FUTURE GENERATION COMPUTER SYSTEMS

Design of a middleware-based cluster management platform with task management and migration

Filip De TurckStefaan VanhastelPieter ThysebaertBruno VolckaertPiet DemeesterBart Dhoedt

Service brokering in an enhanced grid environment.

Stefaan VanhastelPieter ThysebaertFilip De TurckBruno VolckaertPiet DemeesterBart Dhoedt