How tech giants like Google, Facebook, Amazon store the world's data

So imagine this scenario: you create a piece of software which allows millions of users to upload millions of photographs and tweak them and tag them and share them. You need someplace to store those photographs and you need to be able to handle thousands or millions of users swarming over your website or app everyday without it going down.
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