An electronic gaming machine (EGM) includes a cabinet, a wireless transmitter, a memory device storing a unique device identifier (ID) of the EGM, and a game controller. The game controller is configured to execute a first node of a blockchain network on the EGM and store a first copy of the blockchain on a first memory partition, execute a second node of the blockchain network on the EGM and store a second copy of the blockchain on a second memory partition, generate a metering event associated with game play, submit a first blockchain transaction to the blockchain network, causing the first blockchain transaction to be added to a new block on the blockchain, and locally determine consensus for the new block on the blockchain between the first node and the second node of the EGM.