DATA PREPROCESSING DEVICE AND METHOD THEREOF

摘要

There are provided a data preprocessing device and a method thereof. A data preprocessing device according to an embodiment of the present disclosure includes a risk level analyzing unit configured to calculate a failure risk level of a target system using failure history information of the target system and characteristic information of the target system; a collection period setting unit configured to determine a data collection period from the target system according to the calculated failure risk level; and a preprocessing unit configured to preprocess data collected from the target system according to the data collection period.

主权项

1. A data preprocessing device, comprising:
a risk level analyzing unit configured to calculate a failure risk level of a target system using failure history information of the target system and characteristic information of the target system; a collection period setting unit configured to determine a data collection period pertaining to the target system according to the calculated failure risk level; and a preprocessing unit configured to preprocess data collected from the target system during the data collection period, wherein one or more of the risk level analyzing unit, the collection period setting unit, and the preprocessing unit are implemented via a central processing unit (CPU).