Yeah, you can host multiple domains. VPS is a Virtual Private Server. You get an allotted amount of resources on a server, say 25%. You get 25% of memory, CPU Usage, hard drive space etc depending upon the host. You share the DS with several people but you get your own root access. Its your server to do whatever with, no sharing or anything.
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