Abstract: An autonomous driving control apparatus requests information associated with a plurality of parts of an autonomous vehicle from an external electronic device and calculates a fault rate for each of the plurality of parts using the information associated with the plurality of parts. The apparatus identifies that a first fault rate corresponding to a first part among the calculated fault rates is greater than or equal to a specified first value and calculates a first failure rate at which the first part causes a failure of the autonomous vehicle using the first fault rate. The apparatus stores the first fault rate and information associated with the first part in storage and stops performing a function associated with the first part or stops performing the entire autonomous driving function of the autonomous vehicle after a fault or a failure of the autonomous vehicle occurs.

Abstract: An apparatus collects real-time driving information and real-time state information of an autonomous vehicle, receives a dataset from an external electronic device, selects a signal for collecting pieces of information of a plurality of parts, based on at least a portion of the dataset, identifies at least one policy associated with the selected signal, selects a first policy among the at least one policy, based on the at least a portion of the dataset, collects the signal, based on the first selected first policy, calculates a reference prediction value, based on the at least a portion of the dataset, compares the real-time driving information and the real-time state information with the calculated reference prediction value, and identifies states of the plurality of parts using the compared result.