How does distributed memory work?

Could you please explain, in simple terms, how distributed memory operates within the context of cryptocurrency and finance? Specifically, I'm curious about how it facilitates secure and efficient data storage and retrieval across a decentralized network. What are the key benefits and challenges associated with this approach? Additionally, how does it compare to traditional, centralized memory systems? Thank you for your insights.