Patent ID: 11915154
Assignee: EMC IP HOLDING COMPANY LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. A computer program product stored on a non-transitory computer-readable medium and comprising machine executable instructions, the machine executable instructions, when executed, causing a processing device to:
obtain an intermediate representation of an artificial intelligence model;
obtain a computation graph generated based on the intermediate representation;
partition the computation graph into a set of partitions;
schedule the set of partitions for respective execution on a set of computing devices in an edge computing environment; and
cause deployment of the set of partitions respectively to the set of computing devices for execution in the edge computing environment;
wherein the obtaining, partitioning, scheduling and causing deployment are performed in accordance with a model parallelism manager layer in coordination with an application manager layer; and
wherein the application manager layer is interposed between the model parallelism manager layer and the edge computing environment.