Data & Analytics
AVANT provides the tools and frameworks to manage data in a distributed, secure, and compliant manner within a heterogeneous ecosystem.
What does it offer?
At the core of this capability is the Distributed Data Environment (AVANT DDE), a cloud-native platform that abstracts the complexity of accessing data scattered across different cloud and edge nodes.
Together with the resource orchestration layer (WP1), the DDE enables data processing close to its source, reducing unnecessary movement, improving performance, and minimizing latency.
The solution ensures sovereignty and compliance through governance tools that guarantee ethical management of personal data, fully respecting EU regulations such as GDPR, while maintaining effective and enabling data usage.
Additionally, AVANT provides a dedicated toolkit (DT4DT) with cross-functional features to integrate physical and logical entities into coherent digital models, thereby supporting the development of Digital Twin platforms oriented to specific domains.
Documents
A new framework for integrated distributed data management, processing, and advanced analytics supporting Digital Twin systems: a Proof of Concept
This paper presents a proof of concept for a Digital Twin for smart buildings, using IoT sensors, predictive modeling, Explainable AI techniques, and a federated infrastructure for dynamic training of machine learning models.
