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Peer-to-peer
Peer-to-peer (P2P) refers to a decentralized network architecture where participants in the network share resources and information directly with each other, without the need for a central server or authority. In the context of data science and artificial intelligence, P2P networks can be used for distributed computing, where multiple devices or nodes work together to solve complex problems or process large amounts of data. P2P networks can also be used for sharing data and models between participants, enabling collaborative research and development. P2P networks can be more resilient and scalable than traditional client-server architectures, as they can continue to function even if some nodes fail or leave the network. However, P2P networks can also be more difficult to manage and secure, as there is no central authority to enforce rules or protect against malicious actors.
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