Patent ID: 11900169
Assignee: AMAZON TECHNOLOGIES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 15:
16. One or more non-transitory computer-accessible storage media storing program instructions that when executed on or across one or more processors cause the one or more processors to:
obtain, via one or more programmatic interfaces, respective descriptors of a plurality of machine learning tasks to be executed to respond to an analysis request of a first type, wherein individual ones of the respective descriptors include (a) one or more metrics to be collected with respect to a corresponding machine learning task and (b) one or more categories of runtime environments for executing the corresponding machine learning task;
in response to determining that a particular analysis request of the first type has been received,
cause an orchestrator to: (a) obtain a respective result from individual ones of the plurality of machine learning tasks, wherein a particular runtime environment at which an individual machine learning task is executed belongs to a category of the one or more categories indicated in the descriptor of the individual machine learning task, (b) identify a set of one or more machine learning tasks to which a result of another machine learning task is to be provided as input, (c) transmit the result of the other machine learning task as input to individual ones of the set of one or more machine learning tasks, and (d) cause a response to the particular analysis request to be transmitted to one or more destinations, wherein the response comprises results of one or more machine learning tasks of the plurality of machine learning tasks; and
cause to be presented, via the one or more programmatic interfaces, (a) a visual representation of the plurality of machine learning tasks, indicating respective categories of runtime environments utilized for individual ones of the plurality of machine learning tasks, and (b) an indication of the one or more metrics.