Classification of Synthetic Data Tasks and Orchestration of Resource Allocation

One or more computer storage media storing computer-useable instructions that, when used by one or more computing devices, cause the one or more computing devices to perform operations comprising:

• receiving, from a distributed Synthetic Data as a Service (SDaaS) interface, a request to perform a synthetic data task;
• orchestrating a resource allocation by:
• identifying a corresponding category of eligible resource for processing the synthetic data task;
• and
• routing the synthetic data task to a first resource in the category of eligible resource;
• and
• executing the synthetic data task on the first resource.

A method for executing synthetic data tasks, the method comprising:

• receiving, from a distributed Synthetic Data as a Service (SDaaS) interface, a request to perform a synthetic data task;
• orchestrating a resource allocation between groups of processors with different architectures by:
• identifying, from the groups, a corresponding group of eligible processors for executing the synthetic data task;
• and
• assigning the synthetic data task to a first processor in the group of eligible processors;
• and
• executing the synthetic data task on the first processor.