Abstract: A computer readable medium stores instructions that cause a processor to receive an indication of a request for analysis of a simulation model associated with an industrial automation system, wherein the industrial automation system includes a plurality of devices, wherein each of the plurality of devices includes a respective compute surface configured to perform one or more software tasks, identify a first device of the plurality of devices having sufficient resources to perform the analysis, and deploy a container to the first device. The container is configured to collect data from one or more sensors disposed in or around the industrial automation system, update the simulation model based on the collected data, and provide the updated simulation model for distribution to one or more other devices of the plurality devices.

Abstract: A computer readable medium stores instructions that cause a processor to receive an industry profile associated with an industrial automation system that includes a plurality of devices, each including a compute surface that performs software tasks. The instructions cause the processor to determine data processing tasks to perform based on the industry profile, identify a portion of the devices to perform the data processing tasks based on the compute surface available for each of the devices, deploy a container to each of the portion of the devices, wherein each container of each of the portion of the devices performs at least one of the data processing tasks, receive one or more properties associated with the container of each of the portion of the plurality of devices, and update a registry to indicate the one or more properties associated with the container of each of the portion of the devices.