Neural consensus body-based blockchain network system for performing random consensus body proof using non-random consensus body proof-based blockchain network, for guaranteeing service continuity when failure of network occurs

A node device connected to a blockchain network utilizing a Proof of Work (PoW) method, the node device comprising:

• a hardware component including at least one of a central processing unit (CPU), a graphics processing unit (GPU), an arithmetic logic unit (ALU), a digital signal processor (DSP), a field-programmable gate array (FPGA), or an application-specific integrated circuit (ASIC);
• and
• a memory storing instructions,
• wherein the instructions, when executed by the hardware component, cause the node device to perform operations comprising:
• acquiring block data newly propagated through the blockchain network;
• detecting a consensus failure condition of the PoW method, the consensus failure condition including a next block not being generated within a predetermined time period that is shorter than a timeout period specified in the PoW method;
• and
• generating a next block corresponding to the block data using a neural consensus body proof-based block generation (NCBG) process according to the consensus failure condition, the next block generated by the NCBG process having a block height at which the PoW method restarts, the block height being a non-consecutive value relative to a latest block height,
• wherein the NCBG process includes:
• extracting first validity verification data from the block data;
• acquiring neural consensus body designation information (NCDI) of the next block generated on the bases of a random consensus body proof process (RCPP) according to a verification process of the first validity verification data;
• and
• generating second validity verification data of the next block by selectively performing function units of the node device on the basis of the NCDI of the next block,
• wherein the first validity verification data includes consensus process verification data (CPVD) corresponding to the RCPP,
• wherein the next block is generated in a format usable in the blockchain network utilizing the PoW method.

A blockchain network system comprising:

• a neural consensus body proof module (NCPM) cluster comprising node devices, the node devices each including:
• a hardware component including at least one of a central processing unit (CPU), a graphics processing unit (GPU), a arithmetic logic unit (ALU), a digital signal processor (DSP), a field-programmable gate array (FPGA), or an application-specific integrated circuit (ASIC);
• and
• a memory storing instructions,
• wherein the instructions, when executed by the hardware component, cause a respective node device of the node devices to perform operations comprising:
• acquiring block data newly propagated through the blockchain network;
• detecting a consensus failure condition of the PoW method, the consensus failure condition including a next block not being generated within a predetermined time period that is shorter than a timeout period specified in the PoW method;
• and
• generating a next block corresponding to the block data using a neural consensus body proof-based block generation (NCBG) process according to the consensus failure condition, the next block generated by the NCBG process having a block height at which the PoW method restarts, the block height being a non-consecutive value relative to a latest block height,
• wherein the NCBG process includes:
• extracting first validity verification data from the block data;
• acquiring neural consensus body designation information (NCDI) of the next block generated on the basis of a random consensus body proof process (RCPP) according to a verification process of the first validity verification data;
• and
• generating second validity verification data of the next block by selectively performing function units of the node device on the basis of the NCDI of the next block,
• wherein the first validity verification data includes consensus process verification data (CPVD) corresponding the RCPP,
• wherein the next block is generated in a format usable in the blockchain network utilizing the POW method.