The specific network elements involved in the deployment of the NB-IoT core network include the MME, S-GW, and the IoT private network P-GW, which are connected to the IoT business. They need to be developed in accordance with the standards and support NB-IoT related core network features through existing network upgrades to meet NB-IoT business access.