The invention relates to the technical field of communication network operation and
maintenance management, and discloses a communication network reliability assessment method based on
big data analysis, which comprises the following steps of: 1, connecting a communication network, a bit error tester, a
NetFlow analyzer and a
spectrum analyzer through a network to obtain detection data of communication equipment, classifying to form a cross
data set, a routing
data set and a gateway
data set; 2, evaluating the communication state of each
crossbar switch according to the crossbar data set, and generating an exchange
score; 3, evaluating the communication state of each
router according to the routing data set, and generating a forwarding
score; step 4, evaluating the communication state of each gateway according to the gateway data set, generating a packaging
score, and realizing high multi-dimensional evaluation precision; and step 5, comprehensively evaluating the reliability of the communication network according to the exchange score, the forwarding score and the packaging score, and outputting corresponding evaluation results and optimization suggestions, thereby realizing automatic decision support and
preventive maintenance, and being high in
intelligent management communication stability.