Determining a processor utilization model based on fuzzy c-means clustering
Augusto José Silva Firmo1; Saulo Oliveira Dornellas Luiz1; Antonio Marcus Nogueira Lima1
1 Universidade Federal de Campina Grande
Baixar PDF doi:10.20906/CPS/CBA2018-0747
Resumo
The present work presents the modeling of processor utilization by means of Fuzzy inference systems. We have applied data analysis by means of 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.
Palavras-chave: Modeling; Fuzzy C means; processors; utilization; Clustering