DETERMINING A PROCESSOR UTILIZATION MODEL BASED ON FUZZY C-MEANS CLUSTERING

  • AUGUSTO J. S. FIRMO UFCG - Universidade Federal de Campina Grande
  • SAULO OLIVEIRA DORNELLAS LUIZ UFCG - Universidade Federal de Campina Grande
  • ANTONIO MARCUS NOGUEIRA LIMA UFCG - Universidade Federal de Campina Grande
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.

Published
2020-10-26
Section
Articles