| 发明名称 |
METHOD AND APPARATUS FOR GROUPING FEATURES INTO BINS WITH SELECTED BIN BOUNDARIES FOR USE IN ANOMALY DETECTION |
| 摘要 |
In one embodiment, a method includes receiving network data at an analytics device, identifying features for the network data at the analytics device, grouping each of the features into bins of varying width at the analytics device, the bins comprising bin boundaries selected based on a probability that data within each of the bins follows a discrete uniform distribution, and utilizing the binned features for anomaly detection. An apparatus and logic are also disclosed herein. |
| 申请公布号 |
US2016359886(A1) |
申请公布日期 |
2016.12.08 |
| 申请号 |
US201615090992 |
申请日期 |
2016.04.05 |
| 申请人 |
CISCO TECHNOLOGY, INC. |
发明人 |
Yadav Navindra;Scheib Ellen;Agasthy Rachita |
| 分类号 |
H04L29/06 |
主分类号 |
H04L29/06 |
| 代理机构 |
|
代理人 |
|
| 主权项 |
1. A method comprising:
receiving network data at an analytics device; identifying features for the network data at the analytics device; grouping each of said features into bins of varying width at the analytics device, the bins comprising bin boundaries selected based on a probability that data within each of the bins follows a discrete uniform distribution; and utilizing said binned features for anomaly detection. |
| 地址 |
San Jose CA US |
