Abstract
The network theory has been developed since the end of the last century. Although several advances have been obtained, there are numerous challenges to be overcome. One of the most important is related to the limitation in the processing of networks made of million of vertices. Since the libraries currently available consider sequential processing, the calculation of some measures is very…