Aspects of the present disclosure are presented for an AI solution model processing infrastructure that allows owners of machines that perform AI model training and inference to rent the processing resources of the AI machines as a service to the one or more subscribers on an as-needed basis. This allows a subscriber to dynamically rent the service to run one or more AI models to train or infer in a given place/location to accomplish particular AI goals without owning an AI solution model processing-capable machine at a given location. Rather than going through the hard work, resource utilization and cost of doing setting one's own AI compute processing, the rental service described herein will provide a pay as you need scheme to run one's AI model in a rented environment.
SERVICE DELIVERY PLATFORM FOR DISTRIBUTED MULTITENANT-CAPABLE AI PROCESSORS