Having a proper battery friendly dual core GNU/Linux laptop with 8GB, which sometimes struggles to load everything, having seen the hardware specifications of Pixelbook, the testing platform for Crostini, I have some doubts anything less powerful can take the load of Chrome + Android containers + Linux VM/containers, including the required harddisk space.
Crostini is the codename for the official Linux VM support.