公开(公告)号：US11797535B1

公开(公告)日：2023-10-24

申请号：US17105092

申请日：2020-11-25

Applicant: Amazon Technologies, Inc.

Inventor： Stefano Stefani ,  Sudipta Sengupta ,  Julio Delgado Mangas ,  James Laurence Finnerty ,  Ronak Bharat Shah ,  Sumeetkumar V. Maru

IPC: G06F16/00 ,  G06F16/2453 ,  G06N20/00 ,  G06F16/2455 ,  G06F16/248

CPC classification number: G06F16/24542 ,  G06F16/248 ,  G06F16/24552 ,  G06F16/24553 ,  G06N20/00

Abstract: Techniques for batch mode execution for calls to remote services are described. A method of batch mode execution for calls to remote services may include generating, by a query service of a provider network, a query plan to optimize a query for batch processing of data, the query plan including at least a function reference to a function provided by at least one service of the provider network, executing the query plan to invoke the function associated with the function reference, wherein a batch function generates a request including a batch of service calls to be processed by the at least one service, sends the request including the batch of service calls to the at least one service, and obtains a plurality of machine learning responses from the at least one service, and generating a query response based on the plurality of responses.