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公开(公告)号：US10484406B2
公开(公告)日：2019-11-19
申请号：US14990064
申请日：2016-01-07
Applicant: Cisco Technology, Inc.
Inventor： Jean-Philippe Vasseur , Grégory Mermoud , Sukrit Dasgupta , Xav Laumonier
Abstract: In one embodiment, a first device in a network maintains raw traffic flow information for the network. The first device provides a compressed summary of the raw traffic flow information to a second device in the network. The second device is configured to transform the compressed summary for presentation to a user interface. The first device detects an anomalous traffic flow based on an analysis of the raw traffic flow information using a machine learning-based anomaly detector. The first device provides at least a portion of the raw traffic flow information related to the anomalous traffic flow to the second device for presentation to the user interface.
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公开(公告)号：US20160219071A1
公开(公告)日：2016-07-28
申请号：US14990064
申请日：2016-01-07
Applicant: Cisco Technology, Inc.
Inventor： Jean-Philippe Vasseur , Grégory Mermoud , Sukrit Dasgupta , Xav Laumonier
CPC classification number: H04L63/1425 , G06N20/00 , H04L63/1416
Abstract: In one embodiment, a first device in a network maintains raw traffic flow information for the network. The first device provides a compressed summary of the raw traffic flow information to a second device in the network. The second device is configured to transform the compressed summary for presentation to a user interface. The first device detects an anomalous traffic flow based on an analysis of the raw traffic flow information using a machine learning-based anomaly detector. The first device provides at least a portion of the raw traffic flow information related to the anomalous traffic flow to the second device for presentation to the user interface.
Abstract translation: 在一个实施例中，网络中的第一设备维护网络的原始业务流信息。 第一个设备将原始流量信息的压缩摘要提供给网络中的第二个设备。 第二设备被配置为将用于呈现的压缩摘要转换为用户界面。 第一设备使用基于机器学习的异常检测器基于对原始业务流信息的分析来检测异常业务流。 第一设备将与异常业务流相关的原始业务流信息的至少一部分提供给第二设备以呈现给用户接口。
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