公开(公告)号：US11740942B2

公开(公告)日：2023-08-29

申请号：US17116933

申请日：2020-12-09

Applicant: Amazon Technologies, Inc.

Inventor： Lomash Kumar ,  Muhammad Usman Anwer ,  Nicolas Pouyez ,  Yazan Damiri ,  Rahul Nambiar ,  Glenn Danthi

IPC: G06F9/50

CPC classification number: G06F9/505 ,  G06F9/5044 ,  G06F9/5072 ,  G06F9/5083

Abstract: A workload adaptation service of a provider network may perform smart deployment of industrial an IoT workload across resources of a provider network and a client network. The workload adaptation service may receive, from a user, an indication of one or more constraints for performance of a workload (e.g., daily upload limit, maximum acceptable latency). The service determines a deployment for the workload across client resources and provider resources based at least on the constraints. The service deploys portions of the workload to the client network and other portions to the provider network according to the deployment. The workload adaptation service may also perform dynamic adaptation of the IoT workload by moving portions of the workload from the client network to the provider network or vice-versa, based on workload performance metrics or based on changes to the available resources.

公开(公告)号：US20220179697A1

公开(公告)日：2022-06-09

申请号：US17116933

申请日：2020-12-09

Applicant: Amazon Technologies, Inc.

Inventor： Lomash Kumar ,  Muhammad Usman Anwer ,  Nicolas Pouyez ,  Yazan Damiri ,  Rahul Nambiar ,  Glenn Danthi

IPC: G06F9/50

Abstract: A workload adaptation service of a provider network may perform smart deployment of industrial an IoT workload across resources of a provider network and a client network. The workload adaptation service may receive, from a user, an indication of one or more constraints for performance of a workload (e.g., daily upload limit, maximum acceptable latency). The service determines a deployment for the workload across client resources and provider resources based at least on the constraints. The service deploys portions of the workload to the client network and other portions to the provider network according to the deployment. The workload adaptation service may also perform dynamic adaptation of the IoT workload by moving portions of the workload from the client network to the provider network or vice-versa, based on workload performance metrics or based on changes to the available resources.

公开(公告)号：US20230281276A1

公开(公告)日：2023-09-07

申请号：US18171244

申请日：2023-02-17

Applicant: Amazon Technologies, Inc.

Inventor： Owen Thomas ,  Kenneth O Henderson, JR. ,  Sumit Thakur ,  Glenn Danthi ,  Hugh Payton Staub ,  Thomas Albert Faulhaber ,  Vladimir Zhukov

IPC: G06F18/214 ,  G06N20/20 ,  G06F9/54 ,  G06F16/14 ,  G06F16/16 ,  G06F9/48 ,  G06F9/451 ,  G06F8/71 ,  G06N20/00 ,  G06F18/2113

CPC classification number: G06F18/2148 ,  G06N20/20 ,  G06F9/54 ,  G06F16/144 ,  G06F16/164 ,  G06F9/485 ,  G06F9/451 ,  G06F8/71 ,  G06N20/00 ,  G06F18/2113 ,  G06F18/2155

Abstract: Artifacts, including parameters are data sets, associated with experiment tasks are stored at an experiment management service. A query specifying a particular value of a parameter and a particular data set is received, and an indication of an experiment result associated with the particular data set and the particular parameter value is provided.

公开(公告)号：US11586847B1

公开(公告)日：2023-02-21

申请号：US16894707

申请日：2020-06-05

Applicant: Amazon Technologies, Inc.

Inventor： Owen Thomas ,  Kenneth O Henderson, Jr. ,  Sumit Thakur ,  Glenn Danthi ,  Hugh Payton Staub ,  Thomas Albert Faulhaber ,  Vladimir Zhukov

IPC: G06N20/00 ,  G06K9/62 ,  G06N20/20 ,  G06F9/54 ,  G06F16/14 ,  G06F16/16 ,  G06F9/48 ,  G06F9/451 ,  G06F8/71

Abstract: Artifacts, including parameters are data sets, associated with experiment tasks are stored at an experiment management service. A query specifying a particular value of a parameter and a particular data set is received, and an indication of an experiment result associated with the particular data set and the particular parameter value is provided.