AUTOMATED DISTRIBUTION OF MODELS FOR EXECUTION ON A NON-EDGE DEVICE AND AN EDGE DEVICE
Patent №
US 11,699,093
Granted
2023-07-11
Filed 2018
Owner
AMAZON TECHNOLOGIES, INC.
Lab
AI components
5
ml · kr · planning · evo · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
15872547
Techniques for generating and executing an execution plan for a machine learning (ML) model using one of an edge device and a non-edge device are described. In some examples, a request for the generation of the execution plan includes at least one objective for the execution of the ML model and the execution plan is generated based at least in part on comparative execution information and network latency information.
AI classification
Ownership
AMAZON TECHNOLOGIES, INC.
assignment · 446440792
Assignors
NOOKULA, NAGAJYOTHI, PERUMALLA, POORNA CHAND SRINIVAS, JINDIA, AASHISH, YE, DANJUAN, CALLEJA, EDUARDO MANUEL, GE, SONG, HANUMAIAH, VINAY, CHEN, WANQIANG, MOHIUDDIN, SAFEER, BOIMER, ROMI, JAMPANI, MADAN MOHAN RAO, CHEN, FEI
On an employer assignment, the assignors are typically the inventors.