公开(公告)号：US10894215B1

公开(公告)日：2021-01-19

申请号：US15635050

申请日：2017-06-27

Applicant: Amazon Technologies, Inc.

Inventor： Bruce Erwin Brown ,  Geoffrey Scott Pare ,  Brian James Schuster ,  Christopher David Byskal

IPC: A63F13/795 ,  A63F13/67 ,  G06N3/08 ,  G06N3/04

Abstract: The present disclosure provides for matching users into user groups based on user attributes. A neural network is trained using training data including user data of users in an observed grouping and various outcomes or optimization parameters associated with the observed grouping. The trained neural network is used to process a set of queried players determine a match quality for the queried players with respect to certain outcomes or optimization parameters based at least in part on the user data associated with the users. The match quality is a measure of how optimized a group containing the queried users is with respect to the optimization parameters and can be compared to a threshold. The queried users may be matched into a group if the match quality meets or exceeds the threshold.

公开(公告)号：US10300386B1

公开(公告)日：2019-05-28

申请号：US15190611

申请日：2016-06-23

Applicant: Amazon Technologies, Inc.

Inventor： Hok Peng Leung ,  Zane Grey Reynolds ,  Christopher David Byskal ,  Geoffrey Scott Pare ,  Christopher Paul Dury

IPC: A63F13/48 ,  A63F13/60

Abstract: Techniques for wait time based scaling of content item instances are described herein. In some examples, a customer of a computing service provider may select a wait time threshold for joining one or more of the customer's content items that are hosted by the computing service provider. When a joining user logs-in and requests to join a content item, a calculation may be made regarding an estimated wait time for the user to join one or more existing content item instances. The estimated wait time may then be compared to the wait time threshold. A determination may then be made regarding whether or not to launch a new content item instance in response to the user's join request. In some examples, this determination may be based, at least in part, on the comparison of the estimated wait time to the wait time threshold.

公开(公告)号：US20160277483A1

公开(公告)日：2016-09-22

申请号：US14660821

申请日：2015-03-17

Applicant: Amazon Technologies, Inc.

Inventor： Christopher David Byskal ,  Preston Alan Tamkin ,  Alexis Levasseur ,  Jonathan Paul Thompson

IPC: H04L29/08 ,  A63F13/35

Abstract: Techniques for content deployment, scaling and telemetry are described herein. Once a content item is made accessible for deployment, one or more instances of the content item may be installed as an image on a virtual machine instance. Additional instances of the content item may then be launched on the same virtual machine instance and/or by copying the image onto any number of additional virtual machine instances. One or more instances of a content item may be configurable to execute with multiple simultaneously assigned users sessions. Information associated with content item instances may be collected, such as a number of occupied user sessions, a number of unoccupied user sessions, content item instance duration, memory usage, and the like. This information may, in some cases, be used to match and assign authorized users to appropriate content item instances.

Abstract translation: 本文描述了用于内容部署，缩放和遥测的技术。 一旦使内容项目可访问部署，内容项目的一个或多个实例可以作为虚拟机实例上的映像安装。 然后可以在相同的虚拟机实例上和/或通过将图像复制到任何数量的附加虚拟机实例上来启动内容项的其他实例。 内容项目的一个或多个实例可以被配置为执行多个同时分配的用户会话。 可以收集与内容项目实例相关联的信息，诸如被占用的用户会话的数量，未被占用的用户会话的数量，内容项目实例持续时间，存储器使用等。 在某些情况下，此信息可用于匹配并分配授权用户到适当的内容项实例。