A P2P network is a decentralized architecture where computers share resources directly without a central server. It leverages socket transport layer services for peer-to-peer communication. Unstructured & structured P2P models exist, offering advantages like scalability & resilience, but also challenges like security & privacy concerns. Understanding P2P's workings is crucial for system design interviews.