公开(公告)号：US11900169B1

公开(公告)日：2024-02-13

申请号：US17230784

申请日：2021-04-14

Applicant: Amazon Technologies, Inc.

Inventor： Anand Dhandhania ,  Thomas Loockx

IPC: G06F9/46 ,  G06F9/50 ,  G06F16/901 ,  G06N20/00

CPC classification number: G06F9/505 ,  G06F16/9024 ,  G06N20/00

Abstract: Descriptors of machine learning tasks to be used to respond to analysis requests, indicating acceptable categories of runtime environments for the tasks and metrics to be collected from the tasks, are received via programmatic interfaces. In response to an analysis request, an orchestrator receives results from individual tasks as they become available, provides the results to other tasks, and causes a response to the request to be prepared using results from at least a subset of the tasks. Metrics collected from the tasks, and a visual representation of the tasks indicating their runtime environments are presented.

公开(公告)号：US12197958B2

公开(公告)日：2025-01-14

申请号：US18408405

申请日：2024-01-09

Applicant: Amazon Technologies, Inc.

Inventor： Anand Dhandhania ,  Thomas Loockx

IPC: G06F9/50 ,  G06F16/901 ,  G06N20/00

Abstract: Descriptors of machine learning tasks to be used to respond to analysis requests, indicating acceptable categories of runtime environments for the tasks and metrics to be collected from the tasks, are received via programmatic interfaces. In response to an analysis request, an orchestrator receives results from individual tasks as they become available, provides the results to other tasks, and causes a response to the request to be prepared using results from at least a subset of the tasks. Metrics collected from the tasks, and a visual representation of the tasks indicating their runtime environments are presented.

公开(公告)号：US20240152402A1

公开(公告)日：2024-05-09

申请号：US18408405

申请日：2024-01-09

Applicant: Amazon Technologies, Inc.

Inventor： Anand Dhandhania ,  Thomas Loockx

IPC: G06F9/50 ,  G06F16/901 ,  G06N20/00

CPC classification number: G06F9/505 ,  G06F16/9024 ,  G06N20/00

Abstract: Descriptors of machine learning tasks to be used to respond to analysis requests, indicating acceptable categories of runtime environments for the tasks and metrics to be collected from the tasks, are received via programmatic interfaces. In response to an analysis request, an orchestrator receives results from individual tasks as they become available, provides the results to other tasks, and causes a response to the request to be prepared using results from at least a subset of the tasks. Metrics collected from the tasks, and a visual representation of the tasks indicating their runtime environments are presented.