Ayman CapacitySizeDelta
Generic Storage and Capacity Planning - Prediction Experiment - using Fast Forest Quantile Regression to predict a value distribution
This is a generic storage and capacity Planning - prediction Experiment using basic R Code and CSV file sample file to experiment on collected size data information and train a prediction model with a regression module to identify the distribution of values (3 different Predicted values that represent the predicted distribution of values) .
Results represent the delta size or the change in size anticipated for a given date in future.
The Experiment template uses Fast Forest Quantile Regression algorithm module.
***Data Sample Structure***:
AssetName,SizeNow,SizeMax,WarningThreshold,Year,Month,DayofYear,TimeStamp
C:\ on MININT-934HIIO,147737893339,254720929792,88,2011,1,1,17:05.2
C:\Folder\Data\Lumia.JPG on MININT-934HIIO,122634,199000000,90,2011,1,1,23:09.3
C:\Folder\Data\SQL.MDB on MININT-934HIIO,363028,400000000,95,2011,1,1,56:18.3