Methods, apparatus and articles of manufacture for governance of virtual computing infrastructure resources are disclosed. An example cloud management system includes a plurality of hosts. The hosts are to manage requests and allocate resources through one or more virtual machines. The example system also includes an administrator to configure the plurality of hosts to accommodate resource provisioning requests by assigning a constraint and a skill to the hosts to define a placement of the hosts. The placement of a respective host is to dictate an availability of the host for provisioning.