Examples described herein relate to causing execution of a workload on a device based on characteristics of the device and based on metadata associated with the device identifying execution requirements and software and hardware compatibilities between the device and a platform environment. In some examples, an accelerator device is selected to execute a workload based on characteristics of the accelerator device and based on software and hardware compatibilities between the device and a platform environment of the accelerator device.