The blockchain (at least as far as Bitcoin goes) is a series of transactions, collected in blocks. This data is stored on each and every full node (pruning aside). There is no cloud based storage as part of the bitcoin network, although third parties host various forms of parsed data in the form of explorers and other such products, some of which may use cloud storage (assuming by "cloud" you are referring to AWS/GCP/similar offerings).