| 发明名称 |
OPTIMIZING NETWORK PARAMETERS BASED ON A LEARNED NETWORK PERFORMANCE MODEL |
| 摘要 |
In one embodiment, a predictive model is constructed by mapping multiple network characteristics to multiple network performance metrics. Then, a network performance metric pertaining to a node in a network is predicted based on the constructed predictive model and one or more network characteristics relevant to the node. Also, a local parameter of the node is optimized based on the predicted network performance metric. |
| 申请公布号 |
US2015195136(A1) |
申请公布日期 |
2015.07.09 |
| 申请号 |
US201414164876 |
申请日期 |
2014.01.27 |
| 申请人 |
Cisco Technology, Inc. |
发明人 |
Mermoud Grégory;Vasseur Jean-Philippe;Dasgupta Sukrit |
| 分类号 |
H04L12/24;G06N99/00;H04L12/26 |
主分类号 |
H04L12/24 |
| 代理机构 |
|
代理人 |
|
| 主权项 |
1. A method, comprising:
constructing a predictive model by mapping multiple network characteristics to multiple network performance metrics; predicting a network performance metric pertaining to a node in a network based on the constructed predictive model and one or more network characteristics relevant to the node; and optimizing a local parameter of the node based on the predicted network performance metric. |
| 地址 |
San Jose CA US |
