Special Session on Distributed machine learning systems in industrial IoT and robotized environments
@ 24th IEEE Int. Conference on Industrial Technology (ICIT 2023), 4-6 April 2023
Location: Orlando FL, USA
Next generation industry, driven by novel communication technologies, will rely on networked machines with increasing level of intelligence and autonomy. New research opportunities will target the integration of distributed learning tools with sensing, communication, and machine-level decision operations. Distributed techniques, namely decentralized, federated or split learning, are becoming crucial to enable challenging tasks in several robotized environments, improving safety, trustworthiness, data-ownership, reliability, scalability, and latency. This Special Session aims to put together original research papers on advanced algorithms for distributed learning in robotized environments, based on dense wireless networks and industrial IoT methods (localization, perception, motion tracking), and performance optimization.
Important Dates Paper Submission (tent.): February 15, 2023. Notification of acceptance: February 28, 2023. Camera Ready Papers due: March 18, 2023
Organizers: Stefano Savazzi (CNR-IEIIT, Italy), Nicola Pedrocchi (CNR-STIMA, Italy), Sanaz Kianoush (CNR-IEIIT, Italy), Kim Fung Tsang (City University of Hong Kong), Mahmoud Alahmad (University of Nebraska-Lincoln, US)