Dynamic Distribution of Edge Intelligence at the Node Level for Internet of Things

In this paper, dynamic deployment of Convolutional Neural Network (CNN) architecture is proposed utilizing only IoT-level devices. By partitioning and pipelining the CNN, it horizontally distributes the computation load among resource-constrained devices (called as horizontal collaboration), which in turn increases the throughput. Through partitioning, we can decrease the computation and energy co...