Abstract: Embodiments for orchestrating execution of workloads on a distributed computing infrastructure are disclosed herein. In one example, environment data is received for compute devices in a distributed computing infrastructure. The environment data is indicative of an operating environment of the respective compute devices and a physical environment of the respective locations of the compute devices. Future operating conditions of the compute devices are predicted based on the environment data, and workloads are orchestrated for execution on the distributed computing infrastructure based on the predicted future operating conditions.

Abstract: Embodiments of offline profiling of applications are disclosed herein. In one example, a plurality of applications are received from an application registry, and the applications are profiled in an offline environment to determine the behavior of the applications during execution. Based on the behavior of the applications, an application package for performing a particular function is generated. The application package includes a configuration of a set of applications for performing the particular function, where the set of applications are identified from the applications that were profiled. The generated application package is then stored in the application registry.