This document describes in detail the modeling, design and testing of a prototype for the validation of a frame of reference in the development of telemonitoring platforms.In the first section, an introduction is made to the complex system that is desired to model and the needs that gave rise to this work are stated.In the second section, the methodology and the steps followed to develop the prototype are described.Section three shows the results obtained from the tests performed on the prototype developed in Python locally and on the Amazon Web Services server (AWS).Then in section four, a comparison is made with some reference works found in the literature and finally, in section five the conclusions of the work carried out are described.