公开(公告)号：US20220391763A1

公开(公告)日：2022-12-08

申请号：US17811555

申请日：2022-07-08

Applicant: Amazon Technologies, Inc.

Inventor： Leo Parker Dirac ,  Nicolle M. Correa ,  Aleksandr Mikhaylovich Ingerman ,  Sriram Krishnan ,  Jin Li ,  Sudhakar Rao Puvvadi ,  Saman Zarandioon

IPC: G06N20/00

Abstract: A machine learning service implements programmatic interfaces for a variety of operations on several entity types, such as data sources, statistics, feature processing recipes, models, and aliases. A first request to perform an operation on an instance of a particular entity type is received, and a first job corresponding to the requested operation is inserted in a job queue. Prior to the completion of the first job, a second request to perform another operation is received, where the second operation depends on a result of the operation represented by the first job. A second job, indicating a dependency on the first job, is stored in the job queue. The second job is initiated when the first job completes.

公开(公告)号：US20190050756A1

公开(公告)日：2019-02-14

申请号：US16159441

申请日：2018-10-12

Applicant: Amazon Technologies, Inc.

Inventor： Leo Parker Dirac ,  Nicolle M. Correa ,  Aleksandr Mikhaylovich Ingerman ,  Sriram Krishnan ,  Jin Li ,  Sudhakar Rao Puvvadi ,  Saman Zarandioon

IPC: G06N99/00

Abstract: A machine learning service implements programmatic interfaces for a variety of operations on several entity types, such as data sources, statistics, feature processing recipes, models, and aliases. A first request to perform an operation on an instance of a particular entity type is received, and a first job corresponding to the requested operation is inserted in a job queue. Prior to the completion of the first job, a second request to perform another operation is received, where the second operation depends on a result of the operation represented by the first job. A second job, indicating a dependency on the first job, is stored in the job queue. The second job is initiated when the first job completes.

公开(公告)号：US12073298B2

公开(公告)日：2024-08-27

申请号：US17811555

申请日：2022-07-08

Applicant: Amazon Technologies, Inc.

Inventor： Leo Parker Dirac ,  Nicolle M. Correa ,  Aleksandr Mikhaylovich Ingerman ,  Sriram Krishnan ,  Jin Li ,  Sudhakar Rao Puvvadi ,  Saman Zarandioon

IPC: G06N20/00

CPC classification number: G06N20/00

Abstract: A machine learning service implements programmatic interfaces for a variety of operations on several entity types, such as data sources, statistics, feature processing recipes, models, and aliases. A first request to perform an operation on an instance of a particular entity type is received, and a first job corresponding to the requested operation is inserted in a job queue. Prior to the completion of the first job, a second request to perform another operation is received, where the second operation depends on a result of the operation represented by the first job. A second job, indicating a dependency on the first job, is stored in the job queue. The second job is initiated when the first job completes.

公开(公告)号：US10102480B2

公开(公告)日：2018-10-16

申请号：US14319902

申请日：2014-06-30

Applicant: Amazon technologies, Inc.

Inventor： Leo Parker Dirac ,  Nicolle M. Correa ,  Aleksandr Mikhaylovich Ingerman ,  Sriram Krishnan ,  Jin Li ,  Sudhakar Rao Puvvadi ,  Saman Zarandioon

IPC: G06N99/00

Abstract: A machine learning service implements programmatic interfaces for a variety of operations on several entity types, such as data sources, statistics, feature processing recipes, models, and aliases. A first request to perform an operation on an instance of a particular entity type is received, and a first job corresponding to the requested operation is inserted in a job queue. Prior to the completion of the first job, a second request to perform another operation is received, where the second operation depends on a result of the operation represented by the first job. A second job, indicating a dependency on the first job, is stored in the job queue. The second job is initiated when the first job completes.

公开(公告)号：US20250021884A1

公开(公告)日：2025-01-16

申请号：US18775912

申请日：2024-07-17

Applicant: Amazon Technologies, Inc.

Inventor： Leo Parker Dirac ,  Nicolle M. Correa ,  Aleksandr Mikhaylovich Ingerman ,  Sriram Krishnan ,  Jin Li ,  Sudhakar Rao Puvvadi ,  Saman Zarandioon

IPC: G06N20/00

Abstract: A machine learning service implements programmatic interfaces for a variety of operations on several entity types, such as data sources, statistics, feature processing recipes, models, and aliases. A first request to perform an operation on an instance of a particular entity type is received, and a first job corresponding to the requested operation is inserted in a job queue. Prior to the completion of the first job, a second request to perform another operation is received, where the second operation depends on a result of the operation represented by the first job. A second job, indicating a dependency on the first job, is stored in the job queue. The second job is initiated when the first job completes.

公开(公告)号：US11386351B2

公开(公告)日：2022-07-12

申请号：US16159441

申请日：2018-10-12

Applicant: Amazon Technologies, Inc.

Inventor： Leo Parker Dirac ,  Nicolle M. Correa ,  Aleksandr Mikhaylovich Ingerman ,  Sriram Krishnan ,  Jin Li ,  Sudhakar Rao Puvvadi ,  Saman Zarandioon

IPC: G06N20/00 ,  G06N99/00

Abstract: A machine learning service implements programmatic interfaces for a variety of operations on several entity types, such as data sources, statistics, feature processing recipes, models, and aliases. A first request to perform an operation on an instance of a particular entity type is received, and a first job corresponding to the requested operation is inserted in a job queue. Prior to the completion of the first job, a second request to perform another operation is received, where the second operation depends on a result of the operation represented by the first job. A second job, indicating a dependency on the first job, is stored in the job queue. The second job is initiated when the first job completes.