Distributed and contextualized artificial intelligence inference service
AssigneeIntel Corporation
InventorsFrancesc Guim Bernat, Suraj Prabhakaran, Kshitij Arun Doshi, Da-Ming Chiang, Joe Cahill
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AssigneeIntel Corporation
InventorsFrancesc Guim Bernat, Suraj Prabhakaran, Kshitij Arun Doshi, Da-Ming Chiang, Joe Cahill
Estimating the term…
Various systems and methods of initiating and performing contextualized AI inferencing, are described herein. In an example, operations performed with a gateway computing device to invoke an inferencing model include receiving and processing a request for an inferencing operation, selecting an implementation of the inferencing model on a remote service based on a model specification and contextual data from the edge device, and executing the selected implementation of the inferencing model, such that results from the inferencing model are provided back to the edge device. Also in an example, operations performed with an edge computing device to request an inferencing model include collecting contextual data, generating an inferencing request, transmitting the inference request to a gateway device, and receiving and processing the results of execution. Further techniques for implementing a registration of the inference model, and invoking particular variants of an inference model, are also described.
A gateway computing device adapted for processing contextualized AI inference requests, the gateway computing device comprising:
A method comprising:
A non-transitory machine-readable medium including instructions, which when executed by a computing device, cause the computing device to:
Dependencies are inferred from the claim text.