IoT Edge Orchestration for Distributed DNN Service with Containerized Resource Allocation

Increase in demand for intelligent Internet of Things (IoT) services has brought a resource shortage to the limited resources of edge cloud. We propose to serve intelligent IoT service requests by running distributed intelligent services on IoT devices. However, allocation of heterogeneous IoT resources is non-trivial. We present a novel orchestration architecture to manage the continuously changing IoT environment and its resources while providing distributed intelligent service through containerized resources.