Artificial Intelligence for Internet of Things as a Service: Small or Big Data, Private or Public Model, Centralized or Federated Learning?
Ying–Dar Lin, Yuan‐Cheng Lai, Didik Sudyana, Ren‐Hung Hwang · Computer · 2023
We propose a generic framework for mapping the training and federation tasks of three artificial intelligence for Internet of Things as a service (AIoTaS) systems to multiple cloud–edge–fog paradigms. A total of 31 possible mappings are identified as possible reference designs for AIoTaS providers.