The present disclosure relates to thermal management of wireless access points including local thermal management, cloud-based thermal management, and thermal management based on optimization and operation such as in a distributed Wi-Fi network. The objective of the present disclosure is for thermal management in access points allowing small form-factors and aesthetic designs, preventing overheating and without requiring reduced performance or reduced hardware. Generally, the systems and methods detect when access points are nearing overheating and alter their operation so as to minimize the reduction of performance in the network while reducing power consumption.