The article explores how edge computing can reduce energy and network usage compared to cloud services. Simulations are used to study offloading in edge networks, focusing on energy consumption and network traffic. The research shows that using an adaptive offloading approach can help optimize energy usage and improve efficiency in edge-based networks.