On the need of machine learning as a service for the internet of things
Davide Bacciu, Stefano Chessa, Claudio Gallicchio, Alessio Micheli · 2017
In recent years we are witnessing a rapid increase in the diffusion of the Internet of Things (IoT) technology, with a large scale adoption of interconnected heterogeneous devices that are pervasively collecting information through the interaction with humans in their environment. The adoption of Machine Learning (ML) methodologies can play a fundamental role, allowing smarter IoT applications to continuously adapt to evolving environmental conditions and user's needs. In this context, the time is now ripe for a decisive step forward in the direction of a systematic integration of ML functionalities within the IoT platform.