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公开(公告)号：US11303499B2
公开(公告)日：2022-04-12
申请号：US16531465
申请日：2019-08-05
Applicant: Amazon Technologies, Inc.
Inventor： Paul William Berg , Christopher Dunn , Alex Jennifer Tribble , Tristan Daniel Fries Wilson , Zachary Jared Wiggins
Abstract: Techniques for improving communications efficiency between pairs of communication nodes running within a computer system are described herein. Potential locations for placing a communication node are evaluated using one or more fitness values wherein the fitness value is based at least in part on one or more system metrics associated with placing a communication node in the potential location. If an improved location is found based on the fitness value, the communication node may be migrated to the new location, thus improving system efficiency.
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公开(公告)号：US09245232B1
公开(公告)日：2016-01-26
申请号：US13774767
申请日：2013-02-22
Applicant: Amazon Technologies, Inc.
Inventor： Tyson Christopher Trautmann , Peter Varnum Commons , Diwakar Chakravarthy , Michael Luis Collado , Thomas Lowell Keller , Benjamin Warren Mercier , Zachary Jared Wiggins
CPC classification number: G06N99/005 , G06F17/30902
Abstract: A machine generated service cache that utilizes one or more machine learning classifiers is trained using service requests directed to a human-generated service and service responses generated by the human-generated service in response to the service requests. Once the machine generated service cache has been trained to a predetermined level of performance, the machine generated service cache can be utilized to process actual service requests directed to the human-generated service. The machine generated service cache might be utilized to process service requests for which it is not essential that the returned service response be identical to a response that would be generated by the human-generated service.
Abstract translation: 利用一个或多个机器学习分类器的机器生成的服务高速缓冲存储器是使用针对人类产生的服务的服务请求和由人类生成的服务响应于服务请求生成的服务响应进行训练的。 一旦机器生成的服务高速缓存已经被训练到预定的性能水平，则机器产生的服务高速缓存可以用于处理针对人造服务的实际服务请求。 机器生成的服务高速缓存可以用于处理服务请求，其中所返回的服务响应与由人为生成的服务生成的响应相同并不是必需的。
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公开(公告)号：US20190356530A1
公开(公告)日：2019-11-21
申请号：US16531465
申请日：2019-08-05
Applicant: Amazon Technologies, Inc.
Inventor： Paul William Berg , Christopher Dunn , Alexander Julian Tribble , Tristan Daniel Fries Wilson , Zachary Jared Wiggins
IPC: H04L29/08
Abstract: Techniques for improving communications efficiency between pairs of communication nodes running within a computer system are described herein. Potential locations for placing a communication node are evaluated using one or more fitness values wherein the fitness value is based at least in part on one or more system metrics associated with placing a communication node in the potential location. If an improved location is found based on the fitness value, the communication node may be migrated to the new location, thus improving system efficiency.
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公开(公告)号：US10374866B1
公开(公告)日：2019-08-06
申请号：US14231010
申请日：2014-03-31
Applicant: Amazon Technologies, Inc.
Inventor： Paul William Berg , Christopher Dunn , Alexander Julian Tribble , Tristan Daniel Fries Wilson , Zachary Jared Wiggins
IPC: H04L29/08
Abstract: Techniques for improving communications efficiency between pairs of communication nodes running within a computer system are described herein. Potential locations for placing a communication node are evaluated using one or more fitness values wherein the fitness value is based at least in part on one or more system metrics associated with placing a communication node in the potential location. If an improved location is found based on the fitness value, the communication node may be migrated to the new location, thus improving system efficiency.
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