Modelo Fuzzy de caracterização de aplicações em ambiente de computação na nuvem

Abstract

This work proposes a model aimed at analyzing the performance of computational resources in cloud computing, specifically CPU load, memory usage, and resource scalability. It focuses on the use of algorithms based on Python programming language, as well as foundations in fuzzy logic and an algorithm developed to assist decision-making in detecting optimal scalability performance. The interest in the fields of production engineering, computer engineering, computer science, logics, management, and proactivity in studying the applicability of Fuzzy Logic with the support of Data Science, are factors that contribute to the elaboration of this master's dissertation, as well as the invaluable participation in the research network of previous studies developed in the Production Engineering Program of the Federal University of Rio de Janeiro. This work may serve as support to other students and researchers interested in the subject, assisting in the development of projects and work in the fields of production engineering, computer engineering, computer science, administration, and related areas to this dissertation.