公开(公告)号：US10692168B1

公开(公告)日：2020-06-23

申请号：US15417064

申请日：2017-01-26

Applicant: Amazon Technologies, Inc.

Inventor： Malcolm Featonby ,  Yuxuan Liu ,  Mihir Sadruddin Surani ,  John Merrill Phillips, Jr. ,  Umesh Chandani ,  Douglas Cotton Kurtz ,  Nicholas Patrick Wilt ,  Adithya Bhat

IPC: G06T1/20 ,  G06F9/445 ,  G06F9/455 ,  H04L12/823 ,  H04L12/753 ,  G06T1/60

Abstract: A first remote virtualized graphics device is instantiated in response to a determination that processing of graphics operations is to be enabled in a first availability mode on behalf of a compute instance. A configuration operation is performed at a routing device to enable packets from the first remote virtualized graphics device to be transmitted to a graphics result destination. In response to an indication of unavailability, the routing device is configured to enable packets from a second remote virtualized graphics device to be directed to the graphics result destination.

公开(公告)号：US10650484B2

公开(公告)日：2020-05-12

申请号：US16377087

申请日：2019-04-05

Applicant: Amazon Technologies, Inc.

Inventor： Malcolm Featonby ,  Yuxuan Liu ,  Umesh Chandani ,  John Merrill Phillips, Jr. ,  Nicholas Patrick Wilt ,  Adithya Bhat ,  Douglas Cotton Kurtz ,  Mihir Sadruddin Surani

IPC: G06T1/20 ,  G06F9/50 ,  G06F9/445 ,  G06F9/455

Abstract: Methods, systems, and computer-readable media for dynamic and application-specific virtualized graphics processing are disclosed. Execution of an application is initiated on a virtual compute instance. The virtual compute instance is implemented using a server. One or more graphics processing unit (GPU) requirements associated with the execution of the application are determined. A physical GPU resource is selected from a pool of available physical GPU resources based at least in part on the one or more GPU requirements. A virtual GPU is attached to the virtual compute instance based at least in part on initiation of the execution of the application. The virtual GPU is implemented using the physical GPU resource selected from the pool and accessible to the server over a network.

公开(公告)号：US10593009B1

公开(公告)日：2020-03-17

申请号：US15439751

申请日：2017-02-22

Applicant: Amazon Technologies, Inc.

Inventor： Mihir Sadruddin Surani ,  Adithya Bhat ,  Malcolm Featonby ,  Yuxuan Liu ,  Douglas Cotton Kurtz ,  Umesh Chandani

IPC: G06T1/20

Abstract: A graphic session coordinator is established to enable remote virtualized graphics operations on behalf of a set of graphics request generators. A request generator submits a graphics session request to the session coordinator. A configuration operation is performed at one or more routing devices to enable graphics operation request packets from the request generator to be delivered to a first remote virtualized graphics device and to enable graphics operation response packets to be transmitted to a destination.

公开(公告)号：US20180204301A1

公开(公告)日：2018-07-19

申请号：US15409482

申请日：2017-01-18

Applicant: Amazon Technologies, Inc.

Inventor： Malcolm Featonby ,  Yuxuan Liu ,  Umesh Chandani ,  John Merrill Phillips, JR. ,  Nicholas Patrick Wilt ,  Adithya Bhat ,  Douglas Cotton Kurtz ,  Mihir Sadruddin Surani

IPC: G06T1/20 ,  G06F9/50 ,  G06F9/445

CPC classification number: G06T1/20 ,  G06F9/445 ,  G06F9/45558 ,  G06F9/5044 ,  G06F9/5072 ,  G06F9/5077 ,  G06F2209/5011

Abstract: Methods, systems, and computer-readable media for dynamic and application-specific virtualized graphics processing are disclosed. Execution of an application is initiated on a virtual compute instance. The virtual compute instance is implemented using a server. One or more graphics processing unit (GPU) requirements associated with the execution of the application are determined. A physical GPU resource is selected from a pool of available physical GPU resources based at least in part on the one or more GPU requirements. A virtual GPU is attached to the virtual compute instance based at least in part on initiation of the execution of the application. The virtual GPU is implemented using the physical GPU resource selected from the pool and accessible to the server over a network.

公开(公告)号：US11710206B2

公开(公告)日：2023-07-25

申请号：US16818272

申请日：2020-03-13

Applicant: Amazon Technologies, Inc.

Inventor： Mihir Sadruddin Surani ,  Adithya Bhat ,  Malcolm Featonby ,  Yuxuan Liu ,  Douglas Cotton Kurtz ,  Umesh Chandani

IPC: G06T1/20

CPC classification number: G06T1/20

Abstract: A graphic session coordinator is established to enable remote virtualized graphics operations on behalf of a set of graphics request generators. A request generator submits a graphics session request to the session coordinator. A configuration operation is performed at one or more routing devices to enable graphics operation request packets from the request generator to be delivered to a first remote virtualized graphics device and to enable graphics operation response packets to be transmitted to a destination.

公开(公告)号：US11360795B2

公开(公告)日：2022-06-14

申请号：US16367768

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：US11138049B1

公开(公告)日：2021-10-05

申请号：US16449949

申请日：2019-06-24

Applicant: Amazon Technologies, Inc.

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

IPC: G06F9/50 ,  G06F9/455 ,  G06F11/30

Abstract: Techniques for an optimization service of a service provider network to provide users with machine-generated narratives that include human-intelligible, credible, and transparent recommendations and rationales for recommended VM instance types. The optimization service may gather various information or data about the workload, such as utilization characteristics of the underlying computing resources, and decompose the workloads through a number of dimensions that can be used to describe the workload. Further, the optimization service may analyze the utilization characteristics and/or other data to determine more optimized VM instance types for the workloads that are to be recommended to the users, and also rationales that describes why each recommendation is an appropriate fit for the workload being assessed. Using this information, the optimization service may generate narratives that include a description of the workload behaviors and utilization patterns, a set of recommendations, and supporting narrative or rationales for each of the recommendations.

公开(公告)号：US10652094B2

公开(公告)日：2020-05-12

申请号：US16265807

申请日：2019-02-01

Applicant: Amazon Technologies, Inc.

Inventor： Malcolm Featonby ,  Mihir Sadruddin Surani ,  Umesh Chandani ,  Adithya Bhat ,  Yuxuan Liu ,  Douglas Cotton Kurtz

IPC: H04L12/24 ,  G06F9/455 ,  H04L12/715 ,  G06F9/50 ,  H04L12/26 ,  H04L12/741 ,  H04L29/06

Abstract: A determination is made that network access between a virtualized graphics device and a compute instance of a client is to be enabled. A source network address for graphics-related traffic of the compute instance is identified. From a range of source port numbers associated with the source network address, a particular source port number which is unused is found. Routing metadata is transmitted to one or more routing devices indicating that a key based at least in part on (a) the source network address and (b) the particular source port number is to be used to identify a route for network packets from the first application compute instance to a virtualized graphics device.

公开(公告)号：US20190236751A1

公开(公告)日：2019-08-01

申请号：US16377087

申请日：2019-04-05

Applicant: Amazon Technologies, Inc.

Inventor： Malcolm Featonby ,  Yuxuan Liu ,  Umesh Chandani ,  John Merrill Phillips, JR. ,  Nicholas Patrick Wilt ,  Adithya Bhat ,  Douglas Cotton Kurtz ,  Mihir Sadruddin Surani

IPC: G06T1/20 ,  G06F9/50 ,  G06F9/455 ,  G06F9/445

CPC classification number: G06T1/20 ,  G06F9/445 ,  G06F9/45558 ,  G06F9/5044 ,  G06F9/5072 ,  G06F9/5077 ,  G06F2209/5011

Abstract: Methods, systems, and computer-readable media for dynamic and application-specific virtualized graphics processing are disclosed. Execution of an application is initiated on a virtual compute instance. The virtual compute instance is implemented using a server. One or more graphics processing unit (GPU) requirements associated with the execution of the application are determined. A physical GPU resource is selected from a pool of available physical GPU resources based at least in part on the one or more GPU requirements. A virtual GPU is attached to the virtual compute instance based at least in part on initiation of the execution of the application. The virtual GPU is implemented using the physical GPU resource selected from the pool and accessible to the server over a network.

公开(公告)号：US11128696B2

公开(公告)日：2021-09-21

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.