Collaborative relational management of network and cloud-based resources

A non-transitory computer-readable medium storing instructions which, when executed by a processing system including at least one processor, cause the processing system to perform operations, the operations comprising:

• obtaining a specification for a cloud computing project, the specification including an identity of an organizer of the cloud computing project and at least one topic;
• applying the specification as inputs to a graph neural network implemented by the processing system, the graph neural network associated with a graph, the graph having nodes associated with entities comprising:
• users and computing resources, the graph having edges comprising relationships between the entities, and the graph neural network configured to output a recommended set of resources for the cloud computing project, wherein the recommended set of resources includes at least one recommended computing resource and at least one recommended participant, wherein the graph neural network is trained using training examples comprising records of completed cloud computing projects, wherein the records include final sets of resources used for the completed cloud computing projects;
• providing a notification of the recommended set of resources to the organizer;
• and
• providing an initial set of computing resources for the cloud computing project in accordance with a selection of the organizer, wherein the initial set of computing resources comprises at least one hardware resource, wherein the providing of the initial set of computing resources comprises provisioning the at least one hardware resource for the cloud computing project.

An apparatus comprising:

• a processing system including at least one processor;
• and
• a non-transitory computer-readable medium storing instructions which, when executed by the processing system, cause the processing system to perform operations, the operations comprising:
• obtaining a specification for a cloud computing project, the specification including an identity of an organizer of the cloud computing project and at least one topic;
• applying the specification as inputs to a graph neural network implemented by the processing system, the graph neural network associated with a graph, the graph having nodes associated with entities comprising:
• users and computing resources, the graph having edges comprising relationships between the entities, and the graph neural network configured to output a recommended set of resources for the cloud computing project, wherein the recommended set of resources includes at least one recommended computing resource and at least one recommended participant, wherein the graph neural network is trained using training examples comprising records of completed cloud computing projects, wherein the records include final sets of resources used for the completed cloud computing projects;
• providing a notification of the recommended set of resources to the organizer;
• and
• providing an initial set of computing resources for the cloud computing project in accordance with a selection of the organizer, wherein the initial set of computing resources comprises at least one hardware resource, wherein the providing of the initial set of computing resources comprises provisioning the at least one hardware resource for the cloud computing project.