Systems, methods, and software described herein enhance the generation of large-scale processing framework clusters and corresponding edge services. In one implementation, a method includes identifying a request for a large-scale processing cluster, and identifying one or more edge services based on the type and version of the large-scale processing cluster. The method further provides generating a user interface that indicates the one or more edge services available, receiving a selection of at least one edge service in the one or more edge services, and initiating execution of the large-scale processing framework cluster and the at least one edge service, wherein the at least one edge service is provided with configuration information for the large-scale processing framework cluster.
