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Start from your Google Cloud Storage Control Panel, and click VM Instances under Compute Engine in the side menu
Select whichever VM you would like to associate a static IP with
Click Edit on the top menu bar
Scroll down and select Network Interface
Under external IP, select create new IP address
Fill out and submit the modal form with the name/description for the static IP and network options:
Make sure to click done on the Network Interface dialogue well
Save your instance. It should now have a static IP associated. To change back to a dynamic/ephemeral IP, go through the same steps, but under network interface choose ephemeral ip instead of create new ip address.