Best Practices for VM snapshot

Hi..
I just wana know what are the best practices for taking a snapshot of running VM?
Or do i have shutdown the VM and then take a snapshot and turn on the VM again? Any article which explains me this. Kindly give me some useful inofrmation on this.
Thank you.