CODE 106801 ACADEMIC YEAR 2022/2023 CREDITS 10 cfu anno 2 INGEGNERIA ELETTRONICA 8732 (LM-29) - GENOVA TEACHING LOCATION GENOVA MODULES Questo insegnamento è composto da: ADVANCED MACHINE LEARNING EDGE COMPUTING TEACHING MATERIALS AULAWEB OVERVIEW ('Edge Computing' module) The Internet of Things (IoT) produces large amounts of data to be transmitted and processed before they can be exploited, Edge Computing addresses the processing and interpretation of data in proximity to their origin. This approach, through machine learning techniques, increases the autonomy and 'decision-making capacity' of the electronic system at the edge. Consequently, the exploitation of the transmission band, the overall resources required, the response times and performance in general are optimized too. The reference hardware platform is typically represented by network interconnected microcontrollers, sensors and transducers. The course introduces then architectures of these systems, programming of microcontrollers and interfaces, software development tools and the most spread platforms, to apply machine learning techniques. AIMS AND CONTENT LEARNING OUTCOMES (Edge computing module) The course aims providing the fundamental elements of edge computing, focusing on programming advanced microcontrollers. Addressed topics concern also analog-to-digital conversion, communication protocols, sensors cards (eg MEMS) and embedded operating systems. Each topic is discussed through several examples and experimental exercises. TEACHERS AND EXAM BOARD LORENZO ROSASCO NICOLETTA NOCETI Ricevimento: Appointment by email (nicoletta.noceti@unige.it) ALESSANDRO VERRI Ricevimento: Appointment by email MARCO RAGGIO Ricevimento: Reception: appointment, agreed by email or telephone Exam Board MARCO RAGGIO (President) FRANCESCO BELLOTTI (President Substitute) RICCARDO BERTA (President Substitute) EXAMS Exam schedule Data appello Orario Luogo Degree type Note Subject 05/06/2023 09:00 GENOVA Esame su appuntamento 04/09/2023 09:00 GENOVA Esame su appuntamento 08/01/2024 09:00 GENOVA Esame su appuntamento 04/01/2023 15:00 GENOVA Orale 18/01/2023 15:00 GENOVA Orale 15/02/2023 15:00 GENOVA Orale 14/06/2023 15:00 GENOVA Orale 28/06/2023 15:00 GENOVA Orale 12/07/2023 15:00 GENOVA Orale 26/07/2023 15:00 GENOVA Orale 16/08/2023 15:00 GENOVA Orale 30/08/2023 15:00 GENOVA Orale