公开(公告)号：US11372663B2

公开(公告)日：2022-06-28

申请号：US16367801

申请日：2019-03-28

Applicant: Amazon Technologies, Inc.

Inventor： Malcolm Featonby ,  Leslie Johann Lamprecht ,  John Merrill Phillips ,  Umesh Chandani ,  Roberto Pentz De Faria ,  Hou Liu ,  Ladan Mahabadi ,  Letian Feng

IPC: G06F9/455 ,  G06F9/46 ,  G06F9/50

Abstract: Techniques for an optimization service of a service provider network to help optimize the selection, configuration, and utilization, of virtual machine (VM) instance types to support workloads on behalf of users. The optimization service may implement the techniques described herein at various stages in a life cycle of a workload to help optimize the performance of the workload, and reduce underutilization of computing resources. For example, the optimization service may perform techniques to help new users select an optimized VM instance type on which to initially launch their workload. Further, the optimization service may monitor a workload for the life of the workload, and determine new VM instance types, and/or configuration modifications, that optimize the performance of the workload. The optimization service may provide recommendations to users that help improve performance of their workloads, and that also increase the aggregate utilization of computing resources of the service provider network.

公开(公告)号：US20200314171A1

公开(公告)日：2020-10-01

申请号：US16367914

申请日：2019-03-28

Applicant: Amazon Technologies, Inc.

Inventor： Malcolm Featonby ,  Leslie Johann Lamprecht ,  John Merrill Phillips ,  Umesh Chandani ,  Roberto Pentz De Faria ,  Hou Liu ,  Ladan Mahabadi ,  Letian Feng

IPC: H04L29/08 ,  G06F9/50 ,  G06F9/455

Abstract: Techniques for an optimization service of a service provider network to help optimize the selection, configuration, and utilization, of virtual machine (VM) instance types to support workloads on behalf of users. The optimization service may implement the techniques described herein at various stages in a life cycle of a workload to help optimize the performance of the workload, and reduce underutilization of computing resources. For example, the optimization service may perform techniques to help new users select an optimized VM instance type on which to initially launch their workload. Further, the optimization service may monitor a workload for the life of the workload, and determine new VM instance types, and/or configuration modifications, that optimize the performance of the workload. The optimization service may provide recommendations to users that help improve performance of their workloads, and that also increase the aggregate utilization of computing resources of the service provider network.

公开(公告)号：US20200310853A1

公开(公告)日：2020-10-01

申请号：US16367862

申请日：2019-03-28

Applicant: Amazon Technologies, Inc.

Inventor： Malcolm Featonby ,  Leslie Johann Lamprecht ,  John Merrill Phillips ,  Umesh Chandani ,  Roberto Pentz De Faria ,  Hou Liu ,  Ladan Mahabadi ,  Letian Feng

IPC: G06F9/455 ,  G06F9/50

Abstract: Techniques for an optimization service of a service provider network to help optimize the selection, configuration, and utilization, of virtual machine (VM) instance types to support workloads on behalf of users. The optimization service may implement the techniques described herein at various stages in a life cycle of a workload to help optimize the performance of the workload, and reduce underutilization of computing resources. For example, the optimization service may perform techniques to help new users select an optimized VM instance type on which to initially launch their workload. Further, the optimization service may monitor a workload for the life of the workload, and determine new VM instance types, and/or configuration modifications, that optimize the performance of the workload. The optimization service may provide recommendations to users that help improve performance of their workloads, and that also increase the aggregate utilization of computing resources of the service provider network.

公开(公告)号：US20200310852A1

公开(公告)日：2020-10-01

申请号：US16367801

申请日：2019-03-28

Applicant: Amazon Technologies, Inc.

Inventor： Malcolm Featonby ,  Leslie Johann Lamprecht ,  John Merrill Phillips ,  Umesh Chandani ,  Roberto Pentz De Faria ,  Hou Liu ,  Ladan Mahabadi ,  Letian Feng

IPC: G06F9/455 ,  G06F9/50

Abstract: Techniques for an optimization service of a service provider network to help optimize the selection, configuration, and utilization, of virtual machine (VM) instance types to support workloads on behalf of users. The optimization service may implement the techniques described herein at various stages in a life cycle of a workload to help optimize the performance of the workload, and reduce underutilization of computing resources. For example, the optimization service may perform techniques to help new users select an optimized VM instance type on which to initially launch their workload. Further, the optimization service may monitor a workload for the life of the workload, and determine new VM instance types, and/or configuration modifications, that optimize the performance of the workload. The optimization service may provide recommendations to users that help improve performance of their workloads, and that also increase the aggregate utilization of computing resources of the service provider network.