Implement the functionalities of the Machine Learning application, which uses artificial intelligence concepts.
Achieving the following visibility for each machine of the following:
- Total disk capacity
- Prediction of behavior at X time
- Behavior and average elapsed time
It was initially achieved with the information for each disk of the behavior of x time ago. Important data for the artificial intelligence to be able to apply the Forecast of the data.
The “Predict Numeric Fields” functionality was used, since it allows to perform prediction experiments starting from a
Once the experiment was finished, the application helped us to generate the code:
Implement Capacity Planning (Machine Learning) to disk components of all your devices and/or platforms where applicable.
IT Infrastructure and Operations.
Integrated Data Sources
- Windows (System Logs).
- Linux (System Logs).
- Appliance (Availability Scripts).
- Availability services (server scripts).
- Capacity Planning (Machine Learning).