2023-12-01 –, Main stage
The talk will present an activity called FED-XAI, which is the approach of combining Federated Learning (FL) of eXplainable Artificial Intelligence (AI) models (XAI), in order to improve user experience of the offered communication services by helping end-users trust that in-network AI performs accurate decisions.
Dario will present the FEDXAI demo prototype developed in the framework of the Hexa-X project in collaboration with other partners, and using also §Intel OpenFL framework. Finally, the Intel vision for the future AI-native and cloud-native 6G systems will be provided.
Dario works with INTEL as Senior Manager Standards and Research, driving new technologies and edge cloud innovation for advanced systems, involved in ecosystem engagement and coordinating internal alignment on edge computing across standards and industry. In 2021 he was elected as Chairman of ETSI MEC (Multi-access Edge Computing), while from 2019 he was serving as vice-chairman, previously Lead of Industry Groups, and from 2015 vice-chair of IEG WG. Since 2017 he served also as delegate of 5GAA (5G Automotive Association) and Lead of gMEC4AUTO. Before 2017 he worked in TIM (Telecom Italia), as responsible in various research, experimental and operational activities on OFDMA technologies (LTE, 5G). He is Innovation Manager at 6G Flagship EU project Hexa-X. Author of several publications (80+) and patents (50+) in the field of wireless communications, energy efficiency and edge computing, Dario is IEEE senior member and has also organised several workshops and conferences. Since 2022 he is also Senior Associate Editor in the Editorial Board of IEEE Consumer Electronics Magazine.