公开(公告)号：US20180314958A1

公开(公告)日：2018-11-01

申请号：US15582559

申请日：2017-04-28

申请人： Cisco Technology, Inc.

发明人： Kabiraj Sethi ,  Ajith Chandran ,  Amitesh Shukla

IPC分类号： G06N5/04 ,  G06N99/00

摘要： In one embodiment, a machine learning server in a computer network determines a plurality of computing features shared across a given set of computing products, and collects, from each computing product of the given set, problem-solution data for each computing feature of the plurality of computing features. Problem-solution data is indicative of problems related to a respective computing feature, attempted solution actions for the problems, and outcomes of the attempted solutions on the problem. The machine learning server updates a machine learning model of suggested solutions for computing-feature-specific problems based on the collected problem-solution data, and provides, based on the machine learning model, a particular suggested solution for a particular computing-feature-specific problem to a particular computing product. An outcome of the particular suggested solution for the particular computing-feature-specific problem on the particular computing product may then be fed back to the machine learning server as collected problem-solution data.

公开(公告)号：US20160366071A1

公开(公告)日：2016-12-15

申请号：US14735459

申请日：2015-06-10

申请人： Cisco Technology, Inc.

发明人： Ajith Chandran ,  Kabiraj Sethi ,  Chandra Shekhara Rao V ,  Eric Cheung

IPC分类号： H04L12/931 ,  H04L12/26

CPC分类号： H04L49/352 ,  H04L43/0823 ,  H04L49/3054

摘要： Disclosed herein are systems and methods of negotiating an acceptable speed for communication between at least two Ethernet devices connected by a link. In one aspect, the method monitors the link health and status and makes a speed choice decision based on the error rate and link partner capability.

摘要翻译： 这里公开的是在通过链路连接的至少两个以太网设备之间通信可接受速度的系统和方法。 一方面，该方法监视链路的健康状态和状态，并根据错误率和链路伙伴能力进行速度选择决策。

公开(公告)号：US09959234B2

公开(公告)日：2018-05-01

申请号：US14839522

申请日：2015-08-28

申请人： Cisco Technology, Inc.

发明人： Ajith Chandran ,  Kabiraj Sethi ,  Chandra Sekhara Rao Vempali ,  Neha Agarwal

IPC分类号： H04L12/56 ,  G06F13/40 ,  G06F13/42

CPC分类号： G06F13/4022 ,  G06F13/385 ,  G06F13/4221 ,  G06F2213/3808

摘要： Methods and systems are disclosed which may provide MultiGig capability to a system where a physical layer device (PHY) or a network device does not have the capacity to support all available line speeds while operating in a single system-interface mode between MAC and PHY devices.

公开(公告)号：US11216744B2

公开(公告)日：2022-01-04

申请号：US15582559

申请日：2017-04-28

申请人： Cisco Technology, Inc.

发明人： Kabiraj Sethi ,  Ajith Chandran ,  Amitesh Shukla

IPC分类号： G06N20/00 ,  G06Q10/00 ,  G06N5/02 ,  G06Q10/10

摘要： In one embodiment, a machine learning server in a computer network determines a plurality of computing features shared across a given set of computing products, and collects, from each computing product of the given set, problem-solution data for each computing feature of the plurality of computing features. Problem-solution data is indicative of problems related to a respective computing feature, attempted solution actions for the problems, and outcomes of the attempted solutions on the problem. The machine learning server updates a machine learning model of suggested solutions for computing-feature-specific problems based on the collected problem-solution data, and provides, based on the machine learning model, a particular suggested solution for a particular computing-feature-specific problem to a particular computing product. An outcome of the particular suggested solution for the particular computing-feature-specific problem on the particular computing product may then be fed back to the machine learning server as collected problem-solution data.

公开(公告)号：US20170017597A1

公开(公告)日：2017-01-19

申请号：US14839522

申请日：2015-08-28

申请人： Cisco Technology, Inc.

发明人： Ajith Chandran ,  Kabiraj Sethi ,  Chandra Sekhara Rao Vempali ,  Neha Agarwal

IPC分类号： G06F13/40 ,  G06F9/445 ,  G06F13/42

CPC分类号： G06F13/4022 ,  G06F13/385 ,  G06F13/4221 ,  G06F2213/3808

摘要： Methods and systems are disclosed which may provide MultiGig capability to a system where a physical layer device (PHY) or a network device does not have the capacity to support all available line speeds while operating in a single system-interface mode between MAC and PHY devices.

摘要翻译： 公开了可以向系统提供MultiGig能力的方法和系统，其中物理层设备（PHY）或网络设备在MAC和PHY设备之间以单个系统接口模式运行时不具有支持所有可用线速度的能力 。