A method for performing a recovery process of a network node of a blockchain network includes broadcasting a state request message by the network node to the other network nodes of the blockchain network to recover a target transaction of a target sequence number, receiving state reply messages that each includes a sequence number from the other network nodes, identifying the target sequence number based on the sequence numbers in the state reply messages, sending a requesting message to the other network nodes to request an ECHO message from each of the other network nodes, determining a number of valid ECHO messages that are sent by the other network nodes, recovering the target transaction based on the number of valid ECHO messages, and sending a message to the other network nodes indicating that the network node has been recovered.