The goal of this master's thesis is to study botnets as HPC systems to demonstrate that they can resolve similar problems. To achieve this objective, the characteristics of a traditional HPC system and those of a botnet will be measured to compare them. To perform the comparative analysis of the thesis, the study of a botnet called Geost that was discovered in the Stratosphere laboratory will be carried out.