You wouldn't run it the same as if you had your own infrastructure though, and probably you would run it more horizontal and cached but it could be done much cheaper than this estimate. On your own environments you can use larger servers, dbs and sharding or clustering is closer. But the cloud is different and you'd be able to run it but differently. The cloud definitely influences architecture.