Hi @Sungwon_Jung ! Welcome to our Community 
That should work. 5 bilion is a lot of vectors, so you will need some beefy hardware 
We also have a helm chart in case you want to use K8s:
I have answered a similar question here, but with isolated containers:
Let me know if this helps 
Thanks!