Bruno Volckaert
Orcid: 0000-0003-0575-5894
According to our database1,
Bruno Volckaert
authored at least 178 papers
between 2002 and 2025.
Collaborative distances:
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Bibliography
2025
Gwydion: Efficient auto-scaling for complex containerized applications in Kubernetes through Reinforcement Learning.
J. Netw. Comput. Appl., 2025
2024
IEEE Trans. Netw. Serv. Manag., August, 2024
A Multiobjective Metaheuristic-Based Container Consolidation Model for Cloud Application Performance Improvement.
J. Netw. Syst. Manag., July, 2024
Federated deep Q-learning networks for service-based anomaly detection and classification in edge-to-cloud ecosystems.
Ann. des Télécommunications, April, 2024
CoRR, 2024
Proceedings of the 33rd International Conference on Computer Communications and Networks, 2024
ChronosGuards: A Hierarchical Machine Learning Intrusion Detection System for Modern Clouds.
Proceedings of the 20th International Conference on Network and Service Management, 2024
Proceedings of the 14th International Conference on Cloud Computing and Services Science, 2024
2023
J. Netw. Syst. Manag., October, 2023
IEEE Trans. Netw. Serv. Manag., September, 2023
Enabling Organizations to Participate in the Ad Hoc Scheduling of a Cross-Organizational Data Pipeline.
J. Netw. Syst. Manag., July, 2023
Characterizing the Impact of Data-Damaged Models on Generalization Strength in Intrusion Detection.
J. Cybersecur. Priv., April, 2023
Task Assignment and Capacity Allocation for ML-Based Intrusion Detection as a Service in a Multi-Tier Architecture.
IEEE Trans. Netw. Serv. Manag., March, 2023
Real-Time Estimation and Monitoring of COVID-19 Aerosol Transmission Risk in Office Buildings.
Sensors, March, 2023
Investigating Generalized Performance of Data-Constrained Supervised Machine Learning Models on Novel, Related Samples in Intrusion Detection.
Sensors, February, 2023
Service-Based, Multi-Provider, Fog Ecosystem With Joint Optimization of Request Mapping and Response Routing.
IEEE Trans. Serv. Comput., 2023
Enabling the Rescheduling of Containerized Workloads in an Ad Hoc Cross-Organizational Collaboration.
J. Netw. Syst. Manag., 2023
gym-hpa: Efficient Auto-Scaling via Reinforcement Learning for Complex Microservice-based Applications in Kubernetes.
Proceedings of the NOMS 2023, 2023
Castles Built on Sand: Observations from Classifying Academic Cybersecurity Datasets with Minimalist Methods.
Proceedings of the 8th International Conference on Internet of Things, 2023
Service-based Federated Deep Reinforcement Learning for Anomaly Detection in Fog Ecosystems.
Proceedings of the 26th Conference on Innovation in Clouds, Internet and Networks, 2023
Proceedings of the IEEE European Symposium on Security and Privacy, 2023
Proceedings of the Second ACM Data Economy Workshop, 2023
Proceedings of the 19th International Conference on Network and Service Management, 2023
Federated Scheduling of Fog-Native Applications Over Multi-Domain Edge-to-Cloud Ecosystem.
Proceedings of the 19th International Conference on Network and Service Management, 2023
Cloud-Native-Bench: an Extensible Benchmarking Framework to Streamline Cloud Performance Tests.
Proceedings of the 12th IEEE International Conference on Cloud Networking, 2023
Proceedings of the 13th International Conference on Cloud Computing and Services Science, 2023
2022
IEEE Trans. Cloud Comput., 2022
Softw. Pract. Exp., 2022
mBrain: towards the continuous follow-up and headache classification of primary headache disorder patients.
BMC Medical Informatics Decis. Mak., 2022
Towards Model Generalization for Intrusion Detection: Unsupervised Machine Learning Techniques.
J. Netw. Syst. Manag., 2022
Explora-VR: Content Prefetching for Tile-Based Immersive Video Streaming Applications.
J. Netw. Syst. Manag., 2022
A secure cross-organizational container deployment approach to enable ad hoc collaborations.
Int. J. Netw. Manag., 2022
Fog Native Architecture: Intent-Based Workflows to Take Cloud Native toward the Edge.
IEEE Commun. Mag., 2022
Proceedings of the 19th Annual International Conference on Privacy, Security & Trust, 2022
Proceedings of the Web Engineering - 22nd International Conference, 2022
A Functional and Performance Benchmark of Lightweight Virtualization Platforms for Edge Computing.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2022
Establishing the Contaminating Effect of Metadata Feature Inclusion in Machine-Learned Network Intrusion Detection Models.
Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2022
A Geometric Approach to Real-time Quality of Experience Prediction in Volatile Edge Networks.
Proceedings of the 18th International Conference on Network and Service Management, 2022
Intent-based Decentralized Orchestration for Green Energy-aware Provisioning of Fog-native Workflows.
Proceedings of the 18th International Conference on Network and Service Management, 2022
Adapting Kubernetes controllers to the edge: on-demand control planes using Wasm and WASI.
Proceedings of the 11th IEEE International Conference on Cloud Networking, 2022
Next-Generation Big Data-Driven Factory 4.0 Operations and Optimization: The Boost 4.0 Experience.
Proceedings of the Technologies and Applications for Big Data Value, 2022
2021
IEEE/ACM Trans. Netw., 2021
Softw. Pract. Exp., 2021
Enabling and Leveraging AI in the Intelligent Edge: A Review of Current Trends and Future Directions.
IEEE Open J. Commun. Soc., 2021
J. Netw. Syst. Manag., 2021
Towards end-to-end resource provisioning in Fog Computing over Low Power Wide Area Networks.
J. Netw. Comput. Appl., 2021
Int. J. Netw. Manag., 2021
Towards Low-Latency Service Delivery in a Continuum of Virtual Resources: State-of-the-Art and Research Directions.
IEEE Commun. Surv. Tutorials, 2021
Comput. Networks, 2021
Service Relationship Orchestration: Lessons Learned From Running Large Scale Smart City Platforms on Kubernetes.
IEEE Access, 2021
Intrusion Detection System Based on Integrated System Calls Graph and Neural Networks.
IEEE Access, 2021
Machine learning based intrusion detection as a service: task assignment and capacity allocation in a multi-tier architecture.
Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6 - 9, 2021, 2021
Proceedings of the 7th IEEE International Conference on Network Softwarization, 2021
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021
SRFog: A flexible architecture for Virtual Reality content delivery through Fog Computing and Segment Routing.
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021
Proceedings of the 17th International Conference on Network and Service Management, 2021
2020
Explora: Interactive Querying of Multidimensional Data in the Context of Smart Cities.
Sensors, 2020
Scalable Fleet Monitoring and Visualization for Smart Machine Maintenance and Industrial IoT Applications.
Sensors, 2020
Preemptive Resource Provisioning for Container-Based Audio/Video Encrypted Collaboration Applications.
J. Netw. Syst. Manag., 2020
J. Netw. Syst. Manag., 2020
J. Netw. Syst. Manag., 2020
J. Cloud Comput., 2020
Inter-dataset generalization strength of supervised machine learning methods for intrusion detection.
J. Inf. Secur. Appl., 2020
Int. J. Netw. Manag., 2020
Trustful ad hoc cross-organizational data exchanges based on the Hyperledger Fabric framework.
Int. J. Netw. Manag., 2020
IEEE Access, 2020
Proceedings of the NOMS 2020, 2020
Proceedings of the 6th IEEE Conference on Network Softwarization, 2020
A Novel Edge-to-Cloud-as-a-Service (E2CaaS) Model for Building Software Services in Smart Cities.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020
Unsupervised Machine Learning Techniques for Network Intrusion Detection on Modern Data.
Proceedings of the 4th Cyber Security in Networking Conference, 2020
Proceedings of the 16th International Conference on Network and Service Management, 2020
Adaptive Fog Service Placement for Real-time Topology Changes in Kubernetes Clusters.
Proceedings of the 10th International Conference on Cloud Computing and Services Science, 2020
2019
Efficient resource management in the cloud: From simulation to experimental validation using a low-cost Raspberry Pi testbed.
Softw. Pract. Exp., 2019
SpeCH: A scalable framework for data placement of data-intensive services in geo-distributed clouds.
J. Netw. Comput. Appl., 2019
Int. J. Netw. Manag., 2019
Classification Hardness for Supervised Learners on 20 Years of Intrusion Detection Data.
IEEE Access, 2019
Towards Network-Aware Resource Provisioning in Kubernetes for Fog Computing Applications.
Proceedings of the 5th IEEE Conference on Network Softwarization, 2019
Proceedings of the Internet of Vehicles. Technologies and Services Toward Smart Cities, 2019
Proceedings of the 4th International Conference on Internet of Things, 2019
In-depth Comparative Evaluation of Supervised Machine Learning Approaches for Detection of Cybersecurity Threats.
Proceedings of the 4th International Conference on Internet of Things, 2019
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2019
Proceedings of the 15th International Conference on Network and Service Management, 2019
Proceedings of the 15th International Conference on Network and Service Management, 2019
Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019
Unifying Data and Replica Placement for Data-intensive Services in Geographically Distributed Clouds.
Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019
2018
BRAHMA<sup>+</sup>: A Framework for Resource Scaling of Streaming and ASAP Time-Varying Workflows.
IEEE Trans. Netw. Serv. Manag., 2018
A Secure Multi-Tier Mobile Edge Computing Model for Data Processing Offloading Based on Degree of Trust.
Sensors, 2018
Scheduling framework for distributed intrusion detection systems over heterogeneous network architectures.
J. Netw. Comput. Appl., 2018
Int. J. Netw. Manag., 2018
A flexible, reliable, and adaptive timeslot-based advance bandwidth-reservation mechanism for media delivery services.
Int. J. Netw. Manag., 2018
Fog Computing: Enabling the Management and Orchestration of Smart City Applications in 5G Networks.
Entropy, 2018
IEEE Commun. Mag., 2018
Unikernels vs Containers: An In-Depth Benchmarking Study in the Context of Microservice Applications.
Proceedings of the 8th IEEE International Symposium on Cloud and Service Computing, 2018
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018
Proceedings of the 14th International Conference on Network and Service Management, 2018
Proceedings of the 8th International Conference on Cloud Computing and Services Science, 2018
Beyond Generic Lifecycles: Reusable Modeling of Custom-Fit Management Workflows for Cloud Applications.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018
2017
J. Netw. Syst. Manag., 2017
A dynamic Tenant-Defined Storage system for efficient resource management in cloud applications.
J. Netw. Comput. Appl., 2017
Design and evaluation of a dual dynamic adaptive reservation approach in media production networks.
J. Netw. Comput. Appl., 2017
Algorithms for network-aware application component placement for cloud resource allocation.
J. Commun. Networks, 2017
Data transformation as a means towards dynamic data storage and polyglot persistence.
Int. J. Netw. Manag., 2017
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017
Attributing Recognised Activities in Multi-Person Households Using Ontology-Based Finite State Machines.
Proceedings of the Second Workshop on Semantic Web Technologies for the Internet of Things co-located with 16th International Semantic Web Conference (ISWC 2017), 2017
Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017
Demo abstract: RPiaaS: A raspberry pi testbed for validation of cloud resource management strategies.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017
Design and evaluation of a flexible Advance bandwidth Reservation Algorithm for media production networks.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the 13th International Conference on Network and Service Management, 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the Security of Networks and Services in an All-Connected World, 2017
Proceedings of the Security of Networks and Services in an All-Connected World, 2017
Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017
2016
Managing the Synchronization in the Lambda Architecture for Optimized Big Data Analysis.
IEICE Trans. Commun., 2016
Adaptive virtual machine allocation algorithms for cloud-hosted elastic media services.
Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016
A simulation tool for evaluating the constraint-based allocation of storage resources for multi-tenant cloud applications.
Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016
Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016
A comparative analysis of flexible and fixed size timeslots for advance bandwidth reservations in media production networks.
Proceedings of the 7th International Conference on the Network of the Future, 2016
Proceedings of the IEEE NetSoft Conference and Workshops, 2016
Proceedings of the IEEE NetSoft Conference and Workshops, 2016
Distributed Service Orchestration: Eventually Consistent Cloud Operation and Integration.
Proceedings of the 2016 IEEE International Conference on Mobile Services, MS 2016, San Francisco, CA, USA, June 27, 2016
BRAHMA: An intelligent framework for automated scaling of streaming and deadline-critical workflows.
Proceedings of the 12th International Conference on Network and Service Management, 2016
Proceedings of the 2016 IEEE International Conference on Cloud Computing Technology and Science, 2016
Design and Evaluation of Automatic Workflow Scaling Algorithms for Multi-tenant SaaS.
Proceedings of the CLOSER 2016, 2016
Proceedings of the CLOSER 2016, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Resource Allocation Algorithms for Multicast Streaming in Elastic Cloud-Based Media Collaboration Services.
Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016
2015
Proceedings of the 6th International Conference on the Network of the Future, 2015
Design and evaluation of elastic media resource allocation algorithms using CloudSim extensions.
Proceedings of the 11th International Conference on Network and Service Management, 2015
Design of a hierarchical software-defined storage system for data-intensive multi-tenant cloud applications.
Proceedings of the 11th International Conference on Network and Service Management, 2015
Proceedings of the CLOSER 2015, 2015
2013
Int. J. Distributed Sens. Networks, 2013
The WTE+ framework: automated construction and runtime adaptation of service mashups.
Autom. Softw. Eng., 2013
2012
Design of a service oriented architecture for efficient resource allocation in media environments.
Future Gener. Comput. Syst., 2012
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012
2011
Context-Aware Scheduling of Distributed DL-Reasoning Tasks in Wireless Sensor Networks.
Int. J. Distributed Sens. Networks, 2011
An autonomous service-platform to support distributed ontology-based context-aware agents.
Expert Syst. J. Knowl. Eng., 2011
On the design of a flexible software platform for in-building OTT service provisioning.
Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011
2010
Int. J. Cooperative Inf. Syst., 2010
Proceedings of the Testbeds and Research Infrastructures. Development of Networks and Communities, 2010
Resource-Aware Scheduling of Distributed Ontological Reasoning Tasks in Wireless Sensor Networks.
Proceedings of the IEEE International Conference on Sensor Networks, 2010
Proceedings of the Mechanisms for Autonomous Management of Networks and Services, 2010
2009
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009
Proceedings of the Fourth International Conference on Internet and Web Applications and Services, 2009
Dynamic Composition of Semantically Annotated Web Services through QoS-Aware HTN Planning Algorithms.
Proceedings of the Fourth International Conference on Internet and Web Applications and Services, 2009
Proceedings of the Seventh IEEE European Conference on Web Services (ECOWS 2009), 2009
2008
Gridification of collaborative audiovisual organizations through the MediaGrid framework.
Future Gener. Comput. Syst., 2008
Context Based Selection of User Generated Content.
Proceedings of the 2008 International Conference on Semantic Web & Web Services, 2008
Proceedings of the 13th IEEE Symposium on Computers and Communications (ISCC 2008), 2008
Automating Workflows in Media Production - Building an Infrastructure for a Service Oriented Architecture with a Business Process Management System.
Proceedings of the ENASE 2008, 2008
2007
J. Supercomput., 2007
Design of a flexible platform for execution of medical decision support agents in the intensive care unit.
Comput. Biol. Medicine, 2007
Throughput Evaluation of Different Enterprise Service Bus Approaches.
Proceedings of the 2007 International Conference on Software Engineering Research & Practice, 2007
2006
J. Supercomput., 2006
Photonic Netw. Commun., 2006
IEEE Commun. Mag., 2006
Proceedings of the 2006 International Conference on Networking and Services (ICNS 2006), 2006
2005
A Scalable and Performant Grid Monitoring Framework.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2005
Proceedings of the Computational Science, 2005
Using Divisible Load Theory to Dimension Optical Transport Networks for Grid Excess Load Handling.
Proceedings of the Joint International Conference on Autonomic and Autonomous Systems 2005 / International Conference on Networking and Services 2005, 2005
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005
2004
Evaluation of Grid Scheduling Strategies Through a NSgrid: A Network-aware Grid Simulator.
Neural Parallel Sci. Comput., 2004
On the Use of NSGrid for Accurate Grid Schedule Evaluation.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004
Evaluation of a Job Admission Algorithm for Bandwidth Constrained Grids.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004
Proceedings of the Computational Science, 2004
Network Aspects of Grid Scheduling Algorithms.
Proceedings of the ISCA 17th International Conference on Parallel and Distributed Computing Systems, 2004
2003
Evaluation of Grid Scheduling Strategies Through a Network-Aware Grid Simulator.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003
2002
Future Gener. Comput. Syst., 2002
Service Brokering in an Enhanced Grid Environment.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2002
Design of a Middleware-Based Cluster Management Platform with Task Management and Migration.
Proceedings of the 2002 IEEE International Conference on Cluster Computing (CLUSTER 2002), 2002