Ayman CapacitySizeDelta

January 22, 2016

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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