IoT systems pose challenges such as rising energy consumption and complex infrastructure management.Edge-cloud workload distribution strategies optimize resource utilization and reduce latency.Integrating edge computing enhances IoT performance and reduces operational costs.Dynamic workload distribution and advanced scheduling contribute to sustainability and efficiency in IoT systems.