Various embodiments of the teachings herein include a resource scheduling method comprising: receiving data to be processed collected by a sensor in an Internet of Things system; determining a processing priority of the data to be processed; predicting, according to the determined processing priority, a computing resource amount and duration required for processing the data to be processed; and scheduling a computing resource of an edge computing device in the IoT system according to the predicted computing resource amount and duration to process the data to be processed.