Device-Edge-Cloud Continuum

Introduction.- Compressive Sensing approaches for IoT-based healthcare devices.- Obfuscation detection and their applications.- Occupancy prediction in buildings: state of the art and future directions.- The Role of Federated Learning in Artificial Intelligence Architecture for Cancer Patients Support.- Towards Secure TinyML on a Standardized AI Architecture.- Scheduling Offloading Decisions for Heterogeneous Drones on Shared Edge Resources.- Towards the Edge Cloud Continuum through the Serverless Workflows.- Compute Continuum for Smart Agriculture: an application of LSTM networks to imputation of missing sensor data.- Performance Analysis of a Blockchain for a traceability system based on the IoT sensor units along the Agri-Food supply-chain.- Autonomous Vehicles in Smart Cities: a Deep Reinforcement Learning Solution.- Edge-to-cloud Compute Continuum with applications to smart cities.- Edge intelligence for environmental audio classification: an approach based on Sentiment Analysis and tinyML.- Conclusion.

Claudio Savaglio is Tenure-Track Assistant Professor of Computer Engineering at the Dept of Informatics, Modeling, Electronics, and Systems (DIMES) of the University of Calabria (Unical), Italy, where he received the Ph.D. degree in ICT in 2018. Dr. Savaglio was a Researcher at the  ICAR-CNR (Institute for high performance computing and networking of the Italian National Research Council) and Visiting Researcher at the University of Texas at Dallas (TX, USA) in 2013, at the New Jersey Institute of Technology (NJ, USA) in 2016, and at the Universitat Politècnica de València (Spain) in 2017. He currently serves as Associate Editor for the IEEE Systems, Man, and Cybernetics Magazine and Guest Editor for the Journal of Computers & Electrical Engineering (CAEE), Computer Communication, MDPI Sensors, Frontiers and IET journal. His research interests include the Internet of Things (IoT), network simulation, Edge Computing, Edge Intelligence (EI) and agent-oriented development methodologiesGiancarlo Fortino is Full Professor of Computer Engineering at the Dept of Informatics, Modeling, Electronics, and Systems (DIMES) of the University of Calabria (Unical), Italy, where he received the Ph.D. degree in 2000. Dr. Fortino is also guest professor at Wuhan University of Technology (China), high-end expert at HUST (China), and senior research fellow at the ICAR-CNR Institute. Dr. Fortino is currently member of the IEEE SMCS BoG and of the IEEE Press BoG, and chair of the IEEE SMCS Italian Chapter. According to Clarivate he is Highly Cited Researcher 2021 and 2020 in Computer Science (among 124 researchers worldwide). He is the founding editor in chief of the IEEE Book Series on "Human-Machine Systems" and of the Springer Book Series on "Internet of Things: Technology, Communications and Computing", and currently serves in the editorial board of 20+ Journals. His research interests include agent-based computing, wireless sensor networks, and the Internet of