Towards containerized, reuse-oriented AI deployment platforms for cognitive IoT applications

Tiago Veiga, Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach

Abstract: Highlights•Exploration of requirements for containerized AI platforms to serve IoT.•Case study with person counting optimised by visual attention maps.•Blueprint for a cognitive IoT architecture that optimizes system resources.•A gap analysis suggests future developments for AI deployment platforms.