Condition Monitoring Applications
Scalable, modular data-management and AI-based analytics for large-scale industrial IoT monitoring across the edge–cloud continuum.
Our research lab is dedicated to developing dedicated data-management solutions to handle, process, and analyze the sensor data produced in large-scale IoT condition monitoring systems. Over the years, we have collaborated on numerous research-oriented and innovation-oriented projects aimed at deploying industrial IoT data management architectures with strict requirements for scalability, interoperability support, modularity, and AI-based analytics.
Our research has focused on designing and deploying such architectures while investigating effective workload mobility solutions to ensure seamless and adaptive utilization of the edge-cloud continuum as a unified computation environment.
Selected publications
2025conference Generative Digital Twin for Predictive Modeling in Dynamic IoT Scenarios
International Conference on Smart Computing
2025conference Conference on Electrical Insulation and Dielectric Phenomena
2025journal Rattle: A framework for train characterization and identification through audio fingerprinting
IEEE Access
2024conference An IoT-AI toolchain for structural health monitoring
IEEE International Workshop on Measurement and Networking
2024conference Digital smart structure: engineering a sensor-to-cloud structural health monitoring pilot
IEEE International Workshop on Measurement and Networking
2024conference Rattle: Train identification through audio fingerprinting
International Conference on Smart Computing
2024conference ZION: A scalable W3C Web of Things directory
Consumer Communications and Networking Conference
2023journal IEEE Access
2023journal Next generation edge-cloud continuum architecture for structural health monitoring
IEEE Transactions on Industrial Informatics
2023conference International Conference on System Reliability and Safety
2022conference Blockchain and web of things for structural health monitoring applications: A proof of concept
Consumer Communications and Networking Conference
2022journal IoT edge caching: taxonomy, use cases and perspectives
IEEE Internet of Things Magazine
2022journal Industrial Cyber-Physical Systems
2022conference Seamless integration of RESTful web services with the web of things
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
2022journal SEAWALL: Seamless low latency cloud platforms for the industry 4.0
Cloudification of the Internet of Things
2021conference A toolchain architecture for condition monitoring using the eclipse arrowhead framework
Annual Conference of the IEEE Industrial Electronics Society
2021conference Modron: A scalable and interoperable web of things platform for structural health monitoring
Consumer Communications and Networking Conference
2020journal IEEE Instrumentation & Measurement Magazine
2017journal ACM Transactions on Sensor Networks (TOSN)
2016journal International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow