Research Project
MobiSpaces: new Data Spaces for green mobility
MobiSpaces delivers an end-to-end platform that is mobility-aware and optimized, utilizing mobility analytics outcomes to improve the entire data path.
Where: international
Where: international
Challenge
MobiSpaces operates within the current scenario of mobility, spanning urban and maritime domains, which significantly impact the global economy by generating data at high rates from an increasing number of moving objects.
Approach
Management of this data lifecycle necessitates the establishment of secure and privacy-preserving infrastructures, ensuring the provision of reliable and secure data operations. It's evident that there is substantial untapped potential in the exploitation of mobility data, driven by emerging applications and the environmental consequences of mobility, such as carbon emissions and energy consumption
Solution
MobiSpaces delivers a comprehensive data governance platform that is both mobility-aware and mobility-optimized. Its key differentiator lies in leveraging the outcomes of mobility analytics to optimize the entire data pathway, ensuring efficient, reliable, secure, fair, and trustworthy data processing. MobiSpaces is committed to extracting actionable insights from ubiquitous mobile sensor data and IoT devices in a decentralized way, offering intelligent transportation services while upholding privacy constraints.
Engineering plays a crucial role in decentralized data acquisition and the overall FAIR management, leading activities related to the data governance platform and declarative analytics.
The project has received co-funding from the European Union's Horizon Europe programme - Grant Agreement No. 101070279.
Results
Green AI-enhanced data management
End-to-end declarative query processing for heterogeneous data sources
AI-based federated learning on mobility data
Validation of results in industrial and social settings
Technologies
Cloud
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AI & Data
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