Techniques for placement of a virtual machine (VM) on a host computing system in a virtualized computing environment are disclosed. In one embodiment, a first network device having network load less than a threshold value is determined. Further, the VM is placed on the host computing system coupled to the first network device. In this case, the host computing system transmits and receives network traffic associated with the VM via the first network device.