The Supercomputing Center of Galicia (CESGA) and the Supercomputing Center Foundation of Castilla y León (FCSCL) have built a federation of cloud infrastructures using the hybrid cloud computing functionality provided by OpenNebula. Both organizations have collaborated in order to execute an application to fight Malaria across both sites. This is a very interesting use case of cloud federation in the High Performance Computing field.