Blockchain and full ecosystem decentralization
The blockchain is a distributed ledger that runs on top of conventional systems. These elements include storage, communication, and computation.
There are other factors, such as identity and wealth, which are traditionally based on centralized paradigms, and there's a need to decentralize these aspects as well to achieve a sufficiently decentralized ecosystem.
Storage
Data can be stored directly in a blockchain, and with this fact it achieves decentralization. However, a significant disadvantage of this approach is that a blockchain is not suitable for storing large amounts of data by design. It can store simple transactions and some arbitrary data, but it is certainly not suitable for storing images or large blobs of data, as is the case with traditional database systems.
A better alternative for storing data is to use distributed hash tables (DHTs). DHTs were used initially in peer-to-peer file sharing software, such as BitTorrent...