Orchestration engine blueprint aspects for hybrid cloud composition

A computer-implemented method, comprising:

• automatically determining, by a system operatively coupled to a processor, one or more blueprint-level aspects for a blueprint associated with a cloud-based computing platform, wherein the one or more blueprint-level aspects are indicative of encoded information for one or more features associated with computing resources for the cloud-based computing platform;
• dynamically populating, by the system, a set of resource definitions for the cloud-based computing platform based on the one or more blueprint-level aspects;
• modifying, by the system, the blueprint to include the resource definitions;
• estimating a risk level associated with a resource of the computing resources, wherein the estimated risk level is a multidimensional vector and includes a confidence value;
• altering, by the system, the resource of the computing resources from the resource to a second resource distinct from the resource and modifies the blueprint to remove the resource and include the second resource and wherein an altering the resource is based on the estimated risk level associated with the resource;
• and
• enhancing, by the system, the one or more blueprint-level aspects of the learning component utilizing inference based schemes to learn the one or more features associated with the computing resources.

A computer program product facilitating an orchestration engine process, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to:

• extract, by the processor, one or more blueprint-level aspects from a blueprint formatted with information for computing resources of a cloud-based computing platform;
• determine, by the processor, a set of resource definitions for the cloud-based computing platform based on the one or more blueprint-level aspects, comprising determine a resource definition of the set of resource definitions comprising an ordered sequence in which to create computing resources of a subset based upon the at least one dependency;
• modify, by the processor, the blueprint to include the resource definitions;
• estimate, by the processor, a risk level associated with a resource of the computing resources, wherein the estimated risk level is a multidimensional vector and includes a confidence value;
• alter, by the processor, the resource of the computing resources from the resource to a second resource distinct from the resource and modifies the blueprint to remove the resource and include the second resource and the altering of the resource is based on the estimated risk level associated with the resource, and
• enhance, by the processor, the one or more blueprint-level aspects of the learning component utilizing inference based schemes to learn the one or more features associated with the computing resources.