RAIDO: Reliable AI and Data OptimisationTopic. SU-DS04-2018-2020 RAIDO is a powerful framework solution designed to develop trustworthy and green artificial intelligence (AI). Trustworthy AI focuses on ensuring the reliability, safety, and unbiased optimization and deployment of AI systems, particularly in critical applications such as healthcare, farming, energy, and robotics. On the other hand, Green AI [...]

EXTRACT: A distributed data-mining software platform for EXTReme dAta Across the Compute conTinuumTopic. SU-DS04-2018-2020 Data has become one of the most valuable assets, driving the digital transformation across many sectors. Current data mining solutions are optimized to deal with specific data requirements, but fail to cope as the data characteristics become extreme. There is therefore [...]

IEEE International Conference on Cyber Security and Resilience 2023 The technological and industrial revolution brought by complex Cyber-Physical Systems (CPSs) comes with new threats and cyber-attacks that exploit their inherent complexity and heterogeneity. These attacks have a significant negative impact on the operation of various services in critical sectors, like energy, transport, and communications, which provide the [...]

Electron: rEsilient and seLf-healed EleCTRical pOwer NanogridTopic. SU-DS04-2018-2020 In the era of hyper-connected digital economies, the smart technologies play a vital role in the operation of the Electrical Power and Energy Systems (EPES), transforming it into a new, decentralised model with multiple benefits, such as distributed generation, pervasive control, remote monitoring, and self-healing. However, the [...]

Terminet : nexT gEneRation sMart INterconnectEd ioTTopic ICT-56-2020 The vision of TERMINET is to provide a novel next generation reference architecture based on cutting-edge technologies such as SDN, multiple-access edge computing, and virtualisation for next generation IoT, while introducing new, intelligent IoT devices for low-latency, market-oriented use cases. TERMINET’s primary intention is to bring (more [...]

CASE 1: PERSONALIZED EVACUATION ROUTING (PER) SYSTEM A PER will serve to guide citizens in an urban environment (the city of Venice) through a safe route in real time. This use case provides an important test for EXTRACT technologies due to its geographical and social complexity: the city of Venice is composed of 118 small [...]

IEEE International Conference on Cyber Security and Resilience 2022 The technological and industrial revolution brought by complex Cyber-Physical Systems (CPSs) comes with new threats and cyber-attacks that exploit their inherent complexity and heterogeneity. These attacks have a significant negative impact on the operation of various services in critical sectors, like energy, transport, and communications, which provide the [...]

IEEE International Conference on Cyber Security and Resilience 2021 The technological and industrial revolution brought by complex Cyber-Physical Systems (CPSs) comes with new threats and cyber-attacks that exploit their inherent complexity and heterogeneity. These attacks have a significant negative impact on the operation of various services in critical sectors, like energy, transport, and communications, which provide the [...]

TERMINET’s primary intention is to bring (more efficient and accurate) decisions to the point of interest to better serve the final user targeting at applying distributed AI at the edge by using accelerated hardware and sophisticated software to support local AI model training using federated learning.