In Software Defined Networking (SDN), the controller locations are mainly constrained by delays between switches and controllers, and between the controllers themselves. In addition to the delay requirements, the availability of the connections between switches and controllers is also a key issue for control plane performance.Here, we explore the idea of having a spanning tree substructure called the spine, * This work was partially supported by Fundação para a Ciência e a Tecnologia (FCT) under project grant UIDB/00308/2020 and was financially supported by FEDER Funds and National Funds through FCT under project CENTRO-01-0145-FEDER-029312.