for the propagation process between nodes in the networks, witch application layer protocol they use, HTTP or WebSocket?
And if they use WebSocket, does each node maintain a continuous connection with each of the other nodes?
Used Bitcoin protocol over TCP/IP protocol. You can read more on this link https://en.bitcoin.it/wiki/Protocol_documentation#Message_types