Distributed Uniform Streaming Framework: An Elastic Fog Computing Platform for Event Stream Processing and Platform Transparency
Vanneste, Simon, de Hoog, Jens, Huybrechts, Thomas, Bosmans, Stig, Eyckerman, Reinout, Sharif, Muddsair, Mercelis, Siegfried, Hellinckx, Peter
Published in Future internet (01.07.2019)
Published in Future internet (01.07.2019)
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Journal Article
CNN-LSTM architecture for predictive indoor temperature modeling
Elmaz, Furkan, Eyckerman, Reinout, Casteels, Wim, Latré, Steven, Hellinckx, Peter
Published in Building and environment (01.12.2021)
Published in Building and environment (01.12.2021)
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Journal Article
Requirements for distributed task placement in the fog
Eyckerman, Reinout, Mercelis, Siegfried, Marquez-Barja, Johann, Hellinckx, Peter
Published in Internet of things (Amsterdam. Online) (01.12.2020)
Published in Internet of things (Amsterdam. Online) (01.12.2020)
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Journal Article
Application Placement in Fog Environments using Multi-Objective Reinforcement Learning with Maximum Reward Formulation
Eyckerman, Reinout, Reiter, Phil, Latre, Steven, Marquez-Barja, Johann, Hellinckx, Peter
Published in NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium (25.04.2022)
Published in NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium (25.04.2022)
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Conference Proceeding
DUST Initializr — Graph-based platform for designing modules and applications in the revised DUST framework
Huybrechts, Thomas, Eyckerman, Reinout, Van den Langenbergh, Raf, Vanneste, Simon, Mercelis, Siegfried, Hellinckx, Peter
Published in Internet of things (Amsterdam. Online) (01.09.2020)
Published in Internet of things (Amsterdam. Online) (01.09.2020)
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Journal Article
A Review of the Deep Sea Treasure problem as a Multi-Objective Reinforcement Learning Benchmark
Cassimon, Amber, Eyckerman, Reinout, Mercelis, Siegfried, Latré, Steven, Hellinckx, Peter
Year of Publication 13.10.2021
Year of Publication 13.10.2021
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Journal Article
Evaluation of Objective Function Descriptions And Optimization Methodologies For Task Allocation In A Dynamic Fog Environment
Eyckerman, Reinout, Mercelis, Siegfried, Marquez-Barja, Johann, Hellinckx, Peter
Published in 2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS) (14.12.2020)
Published in 2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS) (14.12.2020)
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Conference Proceeding
A Generalized Approach For Practical Task Allocation Using A MAPE-K Control Loop
Eyckerman, Reinout, Reiter, Phillipe, Mercelis, Siegfried, Latre, Steven, Marquez-Barja, Johann, Hellinckx, Peter
Published in 2021 International Conference on Information and Communication Technology Convergence (ICTC) (20.10.2021)
Published in 2021 International Conference on Information and Communication Technology Convergence (ICTC) (20.10.2021)
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Conference Proceeding