DETERMINING A PROCESSOR UTILIZATION MODEL BASED ON FUZZY C-MEANS CLUSTERING
Keywords:
Model, Modeling, Fuzzy, Fuzzy C means, FCM, Clustering, Takagi Sugeno
Abstract
The present work presents the modeling of the processor utilization by means of Fuzzy inference systems. We have applied data analysis by means of the Fuzzy C Means clustering method. Experiments were also performed for validating the generated model. It was possible to improve the estimation and the generality of the model by using idleness as an input, enabling the estimation of the processor utilization for several workloads.