Algorithmic Implementation of Deep Learning Layer Assignment in Edge Computing Based Smart City Environment

•This article proposes a Deep Learning layer assignment algorithm for edge computing environment (DLAEC) algorithm.•Conceptual breakthrough of proposed DLAEC is assigning DL layers with respect to resource capacity of individual nodes.•Simulated scenario is compared with multiple existing methods to confirm performance enhancement.•Results depicted a significant improvement in number of DL tasks and edge node resource utilization.