Um framework de adaptação baseada no padrão mapek

Abstract

Currently, and more strongly in the future, several systems will rely on data to control something,which may even be self-control. In the first case, we are talking about adaptive control systems,such as control feedbacks. In the latter, we are talking about self-adaptive systems, and there is agreat demand for research and tools to make them available to the general public. In order toreach a level of self-adaptation, it is necessary to have autonomy to make decisions that modifybehavior during execution. The basis of this autonomy is to carry out 4 activities: monitoring,analysis, planning and execution. The MAPE-K standard proposed by IBM, when proposingautonomous systems, is the one that best allows representing this cycle of activities. This workproposes an implementation of this standard that can be used by systems programmed in Python,for the inclusion of an autonomous behavior in its execution. A simulation was performed withthe manipulation of a datacenter that adapts autonomously to the variation of user requests. Itwas attested that the simulated data center had its behavior altered by the execution changedecisions defined by the proposal instantiation.