| 发明名称 | Hierarchical event detection in a computer network | ||
| 摘要 | In one embodiment, network data is received at a first node in a computer network. A low precision machine learning model is used on the network data to detect a network event. A notification is then sent to a second node in the computer network that the network event was detected, to cause the second node to use a high precision machine learning model to validate the detected network event. | ||
| 申请公布号 | US9450978(B2) | 申请公布日期 | 2016.09.20 |
| 申请号 | US201414164460 | 申请日期 | 2014.01.27 |
| 申请人 | Cisco Technology, Inc. | 发明人 | Vasseur Jean-Philippe;Cruz Mota Javier;Di Pietro Andrea |
| 分类号 | G06N3/02;H04L29/06;G06N99/00;H04L12/26;H04L12/24;H04L12/801;H04L12/855;H04L12/891;G06N3/08;H04L12/753 | 主分类号 | G06N3/02 |
| 代理机构 | Parker Ibrahim & Berg LLC | 代理人 | Parker Ibrahim & Berg LLC ;Behmke James M.;LeBarron Stephen D. |
| 主权项 | 1. A method, comprising: receiving network data at a first node in a computer network; using a low precision machine learning model on the network data to detect a network event; and sending a notification to a second node in the computer network that the network event was detected, the notification to cause the second node to use a high precision machine learning model to validate the detected network event, wherein the second node is a field area router (FAR). | ||
| 地址 | San Jose CA US | ||