datadriven-poc
Softwarized Data-Driven Architecture for Edge Computing IIoT Environments
This repository contains the implementation and supporting materials of a softwarized, data-driven architecture for Industrial Internet of Things (IIoT) environments. The architecture has been designed to operate seamlessly across the Cloud/Edge/IIoT continuum, enabling low-latency analytics, distributed intelligence, and adaptive reconfiguration based on real-time telemetry.
🏗️ System Overview
The following diagram provides an overview of the main components and data flow across the architecture:
This design integrates containerized microservices, AI-driven inference modules, and software-defined networking (SDN) controllers to support dynamic adaptation, federated learning, and real-time decision-making within IIoT ecosystems.
📚 How to Cite
If you use this repository, architecture, or experimental setup in your research, please cite the following works:
Journal Article (Applied Sciences, 2025)
D. Carrascal, J. Díaz-Fuentes, N. Manso, D. Lopez-Pajares, E. Rojas, M. Savi, and J. M. Arco,
“Softwarized Edge Intelligence for Advanced IIoT Ecosystems: A Data-Driven Architecture Across the Cloud/Edge Continuum,”
Applied Sciences, vol. 15, no. 19, p. 10829, 2025. https://www.mdpi.com/journal/applsci
@article{carrascal2025softwarized,
title={Softwarized Edge Intelligence for Advanced IIoT Ecosystems: A Data-Driven Architecture Across the Cloud/Edge Continuum},
author={Carrascal, David and D{\'\i}az-Fuentes, Javier and Manso, Nicolas and Lopez-Pajares, Diego and Rojas, Elisa and Savi, Marco and Arco, Jose M},
journal={Applied Sciences},
volume={15},
number={19},
pages={10829},
year={2025},
publisher={MDPI}
}
Conference Paper (ICIN 2025)
D. Carrascal, E. Rojas, D. Lopez-Pajares, N. Manso, J. Alvarez-Horcajo, and I. Martinez-Yelmo, “Softwarized Data-Driven Architecture for Edge Computing IIoT Environments: A Proof of Concept,” in Proc. 28th Conference on Innovation in Clouds, Internet and Networks (ICIN), 2025, pp. 64–68. IEEE Xplore
@inproceedings{carrascal2025softwarized,
title={Softwarized Data-Driven Architecture for Edge Computing IIoT Environments: A Proof of Concept},
author={Carrascal, David and Rojas, Elisa and Lopez-Pajares, Diego and Manso, Nicolas and Alvarez-Horcajo, Joaquin and Martinez-Yelmo, Isaias},
booktitle={2025 28th Conference on Innovation in Clouds, Internet and Networks (ICIN)},
pages={64--68},
year={2025},
organization={IEEE}
}
🔗 Related Work
This repository extends the open proof of concept originally presented in the ICIN 2025 conference paper, integrating advanced orchestration, ML-based inference, and scalable deployment strategies as described in the Applied Sciences journal version.
© 2025 Universidad de Alcalá – Networks and Intelligent Systems (NetIS-UAH)