The primary difference between shared vs. cloud hosting is that on cloud hosting the website files actually exist on multiple servers, these servers themselves are also shared so it's kinda-sorta like having multiple, duplicate shared hosting accounts. The reason is that with shared hosting if the one server goes down, the websites become unavailable, but with cloud hosting if one server goes down then the other cloud servers ensure that the websites remain available online.