Application requirements may be determined for executing an application using a sensor network, the sensor network including a plurality of devices. Hardware constraints associated with the devices may be determined, and an operating system may be generated, based on the application requirements and the hardware constraints. In this way, an operating system may be generated that is specific to, and optimized for, the the particular application and hardware resources.